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Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
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2025
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Yihang Gao
Michael K. Ng
Vincent Y. F. Tan
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Optimal Multi-Objective Best Arm Identification with Fixed Confidence
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2025
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Zhirui Chen
P. N. Karthik
Yeow Meng Chee
Vincent Y. F. Tan
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A General Framework for Clustering and Distribution Matching with Bandit Feedback
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2025
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Recep Can Yavas
Yuqi Huang
Vincent Y. F. Tan
Jonathan Scarlett
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Estimation of Large Financial Covariances: A Cross-Validation Approach
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2024
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Vincent Y. F. Tan
Stefan Zohren
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Enhancing Multi-Text Long Video Generation Consistency without Tuning:
Time-Frequency Analysis, Prompt Alignment, and Theory
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2024
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X X Li
Fengzhuo Zhang
Jeff G.‐S. Pan
Y. Thomas Hou
Vincent Y. F. Tan
Zhuoran Yang
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p-Mean Regret for Stochastic Bandits
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2024
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Anand Krishna
Philips George John
Adarsh Barik
Vincent Y. F. Tan
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Towards Understanding Why FixMatch Generalizes Better Than Supervised
Learning
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2024
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Jingyang Li
Jiachun Pan
Vincent Y. F. Tan
Kim-Chuan Toh
Pan Zhou
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Almost Minimax Optimal Best Arm Identification in Piecewise Stationary
Linear Bandits
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2024
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Yunlong Hou
Vincent Y. F. Tan
Zixin Zhong
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On the Convergence of (Stochastic) Gradient Descent for
Kolmogorov--Arnold Networks
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2024
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Yihang Gao
Vincent Y. F. Tan
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Stochastic Bandits for Egalitarian Assignment
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2024
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Eugene A. Lim
Vincent Y. F. Tan
Harold Soh
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Best Arm Identification with Minimal Regret
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2024
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Junwen Yang
Vincent Y. F. Tan
Tianyuan Jin
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A General Framework for Clustering and Distribution Matching with Bandit
Feedback
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2024
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Recep Can Yavas
Yuqi Huang
Vincent Y. F. Tan
Jonathan Scarlett
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A Sample Efficient Alternating Minimization-based Algorithm For Robust
Phase Retrieval
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2024
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Adarsh Barik
Anand Krishna
Vincent Y. F. Tan
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LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization
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2024
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Adarsh Barik
Anand Krishna
Vincent Y. F. Tan
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A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed
Gradient Descent
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2024
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Shuche Wang
Vincent Y. F. Tan
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Optimal Private Discrete Distribution Estimation with One-Bit Communication
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2024
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Seung-Hyun Nam
Vincent Y. F. Tan
Si-Hyeon Lee
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Optimal Best Arm Identification with Fixed Confidence in Restless Bandits
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2024
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P. N. Karthik
Vincent Y. F. Tan
Arpan Mukherjee
Ali Tajer
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Influence Maximization via Graph Neural Bandits
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2024
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Yuting Feng
Vincent Y. F. Tan
Bogdan Cautis
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Order-Optimal Instance-Dependent Bounds for Offline Reinforcement
Learning with Preference Feedback
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2024
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Zhirui Chen
Vincent Y. F. Tan
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MIMO Capacity Analysis and Channel Estimation for Electromagnetic
Information Theory
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2024
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Jieao Zhu
Vincent Y. F. Tan
Linglong Dai
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Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits
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2024
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Jie Bian
Vincent Y. F. Tan
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PDF
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InstaDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging
from Videos
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2024
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Yujun Shi
Jun Hao Liew
Hanshu Yan
Vincent Y. F. Tan
Jiashi Feng
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Adversarial Combinatorial Bandits With Switching Costs
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2024
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Yanyan Dong
Vincent Y. F. Tan
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PDF
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Multi-Armed Bandits with Abstention
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2024
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Junwen Yang
Tianyuan Jin
Vincent Y. F. Tan
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Variable-Length Feedback Codes over Known and Unknown Channels with
Non-vanishing Error Probabilities
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2024
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Recep Can Yavas
Vincent Y. F. Tan
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Framework and Classification of Indicator of Compromise for physics-based attacks
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2024
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Vincent Y. F. Tan
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Fixed-Budget Differentially Private Best Arm Identification
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2024
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Zhirui Chen
P. N. Karthik
Yeow Meng Chee
Vincent Y. F. Tan
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Optimal Private Discrete Distribution Estimation with One-bit Communication
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2024
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Seung-Hyun Nam
Vincent Y. F. Tan
Si-Hyeon Lee
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Federated Best Arm Identification With Heterogeneous Clients
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2023
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Zhirui Chen
P. N. Karthik
Vincent Y. F. Tan
Yeow Meng Chee
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Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation
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2023
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Xiaochen Zhu
Vincent Y. F. Tan
Xiaokui Xiao
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Deep Unrolling for Nonconvex Robust Principal Component Analysis
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2023
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Elizabeth Z. C. Tan
Caroline Chaux
Emmanuel Soubies
Vincent Y. F. Tan
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Almost Cost-Free Communication in Federated Best Arm Identification
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2023
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Kota Srinivas Reddy
P. N. Karthik
Vincent Y. F. Tan
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Codes for Correcting t Limited-Magnitude Sticky Deletions
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2023
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Shuche Wang
Van Khu Vu
Vincent Y. F. Tan
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PDF
Chat
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Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation
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2023
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Jiawei Du
Yidi Jiang
Vincent Y. F. Tan
Joey Tianyi Zhou
Haizhou Li
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PDF
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Covert Communication With Mismatched Decoders
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2023
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Qiaosheng Zhang
Vincent Y. F. Tan
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Codes for Correcting Asymmetric Adjacent Transpositions and Deletions
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2023
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Shuche Wang
Van Khu Vu
Vincent Y. F. Tan
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Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits
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2023
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Yunlong Hou
Vincent Y. F. Tan
Zixin Zhong
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Codes for Correcting $t$ Limited-Magnitude Sticky Deletions
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2023
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Shuche Wang
Van Khu Vu
Vincent Y. F. Tan
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PDF
Chat
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Estimation of Large Financial Covariances: A Cross-Validation Approach
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2023
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Vincent Y. F. Tan
Stefan Zohren
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Communication-Constrained Bandits under Additive Gaussian Noise
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2023
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Prathamesh Mayekar
Jonathan Scarlett
Vincent Y. F. Tan
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DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
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2023
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Yujun Shi
Chuhui Xue
Jiachun Pan
Wenqing Zhang
Vincent Y. F. Tan
Song Bai
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Deep Unrolling for Nonconvex Robust Principal Component Analysis
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2023
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Elizabeth Z. C. Tan
Caroline Chaux
Emmanuel Soubies
Vincent Y. F. Tan
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AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models
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2023
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Jiachun Pan
Hanshu Yan
Jun Hao Liew
Vincent Y. F. Tan
Jiashi Feng
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Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation
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2023
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Xiaochen Zhu
Vincent Y. F. Tan
Xiaokui Xiao
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Learning Regularized Monotone Graphon Mean-Field Games
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2023
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Fengzhuo Zhang
Vincent Y. F. Tan
Zhaoran Wang
Zhuoran Yang
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Optimal Private Discrete Distribution Estimation with One-bit Communication
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2023
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Seung-Hyun Nam
Vincent Y. F. Tan
Si-Hyeon Lee
|
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Optimal Best Arm Identification with Fixed Confidence in Restless Bandits
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2023
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P. N. Karthik
Vincent Y. F. Tan
Arpan Mukherjee
Ali Tajer
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Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
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2023
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Ruiquan Huang
Yuan Cheng
Jing Yang
Vincent Y. F. Tan
Yingbin Liang
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Learning Regularized Graphon Mean-Field Games with Unknown Graphons
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2023
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Fengzhuo Zhang
Vincent Y. F. Tan
Zhaoran Wang
Zhuoran Yang
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Fixed-Budget Best-Arm Identification in Sparse Linear Bandits
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2023
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Recep Can Yavas
Vincent Y. F. Tan
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Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method
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2023
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Jiachun Pan
Hanshu Yan
Jun Hao Liew
Jiashi Feng
Vincent Y. F. Tan
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PDF
Chat
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Best Arm Identification in Restless Markov Multi-Armed Bandits
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2022
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P. N. Karthik
Kota Srinivas Reddy
Vincent Y. F. Tan
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PDF
Chat
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Asymptotic Nash Equilibrium for the <i>M</i>-Ary Sequential Adversarial Hypothesis Testing Game
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2022
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
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PDF
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Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits
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2022
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Yi Wei
Zixin Zhong
Vincent Y. F. Tan
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PDF
Chat
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Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees
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2022
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Fengzhuo Zhang
Anshoo Tandon
Vincent Y. F. Tan
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PDF
Chat
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Almost Optimal Variance-Constrained Best Arm Identification
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2022
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Yunlong Hou
Vincent Y. F. Tan
Zixin Zhong
|
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PDF
Chat
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Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees
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2022
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Fengzhuo Zhang
Anshoo Tandon
Vincent Y. F. Tan
|
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PDF
Chat
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Exact Recovery in the General Hypergraph Stochastic Block Model
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2022
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Qiaosheng Zhang
Vincent Y. F. Tan
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PDF
Chat
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Towards Adversarially Robust Deep Image Denoising
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2022
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Hanshu Yan
Jingfeng Zhang
Jiashi Feng
Masashi Sugiyama
Vincent Y. F. Tan
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PDF
Chat
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A Survey of Risk-Aware Multi-Armed Bandits
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2022
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Vincent Y. F. Tan
L. A. Prashanth
Krishna Jagannathan
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A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits
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2022
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Joel Q. L. Chang
Vincent Y. F. Tan
|
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PDF
Chat
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Covert Communication with Mismatched Decoders
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2022
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Qiaosheng Zhang
Vincent Y. F. Tan
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+
PDF
Chat
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Fast Beam Alignment via Pure Exploration in Multi-armed Bandits
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2022
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Yi Wei
Zixin Zhong
Vincent Y. F. Tan
Chan Wang
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PDF
Chat
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Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning
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2022
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Yujun Shi
Kuangqi Zhou
Jian Liang
Zihang Jiang
Jiashi Feng
Philip H. S. Torr
Song Bai
Vincent Y. F. Tan
|
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Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing
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2022
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Yonglong Li
Vincent Y. F. Tan
Marco Tomamichel
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PDF
Chat
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Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic Constraints
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2022
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
|
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Chat
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Tight Regret Bounds for Noisy Optimization of a Brownian Motion
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2022
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Zexin Wang
Vincent Y. F. Tan
Jonathan Scarlett
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Almost Optimal Variance-Constrained Best Arm Identification
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2022
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Yunlong Hou
Vincent Y. F. Tan
Zixin Zhong
|
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Best Arm Identification in Restless Markov Multi-Armed Bandits
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2022
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P. N. Karthik
Kota Srinivas Reddy
Vincent Y. F. Tan
|
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PDF
Chat
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Common Information, Noise Stability, and Their Extensions
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2022
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Lei Yu
Vincent Y. F. Tan
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Canonical Portfolios: Optimal Asset and Signal Combination
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2022
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Vincent Y. F. Tan
Nick Firoozye
Stefan Zohren
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Optimal Clustering with Bandit Feedback
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2022
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Junwen Yang
Zixin Zhong
Vincent Y. F. Tan
|
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A Survey of Risk-Aware Multi-Armed Bandits
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2022
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Vincent Y. F. Tan
L. A. Prashanth
Krishna Jagannathan
|
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Sharpness-Aware Training for Free
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2022
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Jiawei Du
Daquan Zhou
Jiashi Feng
Vincent Y. F. Tan
Joey Tianyi Zhou
|
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Asymptotic Nash Equilibrium for the $M$-ary Sequential Adversarial Hypothesis Testing Game
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2022
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
|
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PDF
Chat
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Common Information, Noise Stability, and Their Extensions
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2022
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Lei Yu
Vincent Y. F. Tan
|
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PDF
Chat
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Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs
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2022
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Qiaosheng Zhang
Geewon Suh
Changho Suh
Vincent Y. F. Tan
|
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Almost Cost-Free Communication in Federated Best Arm Identification
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2022
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Kota Srinivas Reddy
P. N. Karthik
Vincent Y. F. Tan
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Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
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2022
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Fengzhuo Zhang
Boyi Liu
Kaixin Wang
Vincent Y. F. Tan
Zhuoran Yang
Zhaoran Wang
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Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning
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2022
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Yujun Shi
Jian Liang
Wenqing Zhang
Vincent Y. F. Tan
Song Bai
|
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Federated Best Arm Identification with Heterogeneous Clients
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2022
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Zhirui Chen
P. N. Karthik
Vincent Y. F. Tan
Yeow Meng Chee
|
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How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?
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2022
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Haiyun He
Gholamali Aminian
Yuheng Bu
Miguel Tréfaut Rodrigues
Vincent Y. F. Tan
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Fast Beam Alignment via Pure Exploration in Multi-armed Bandits
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2022
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Wei Yi
Zixin Zhong
Vincent Y. F. Tan
|
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Common Information, Noise Stability, and Their Extensions
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2022
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Lei Yu
Vincent Y. F. Tan
|
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Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation
|
2022
|
Jiawei Du
Yidi Jiang
Vincent Y. F. Tan
Joey Tianyi Zhou
Haizhou Li
|
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Towards Adversarially Robust Deep Image Denoising
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2022
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Hanshu Yan
Jingfeng Zhang
Jiashi Feng
Masashi Sugiyama
Vincent Y. F. Tan
|
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PDF
Chat
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An Interpretable Intensive Care Unit Mortality Risk Calculator
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2021
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Eugene T. Y. Ang
Mila Nambiar
Yong Sheng Soh
Vincent Y. F. Tan
|
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PDF
Chat
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Distributed Sequential Hypothesis Testing With Zero-Rate Compression
|
2021
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Sadaf Salehkalaibar
Vincent Y. F. Tan
|
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PDF
Chat
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Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing
|
2021
|
Yonglong Li
Vincent Y. F. Tan
Marco Tomamichel
|
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On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits.
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2021
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Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
|
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PDF
Chat
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Third-Order Asymptotics of Variable-Length Compression Allowing Errors
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2021
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Yuta Sakai
Recep Can Yavas
Vincent Y. F. Tan
|
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Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning.
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2021
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Haiyun He
Hanshu Yan
Vincent Y. F. Tan
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PDF
Chat
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State Masking Over a Two-State Compound Channel
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2021
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Sadaf Salehkalaibar
Mohammad Hossein Yassaee
Vincent Y. F. Tan
Mehrasa Ahmadipour
|
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PDF
Chat
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Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints
|
2021
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
|
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PDF
Chat
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Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes
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2021
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Haiyun He
Qiaosheng Zhang
Vincent Y. F. Tan
|
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PDF
Chat
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Covert Identification Over Binary-Input Discrete Memoryless Channels
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2021
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Qiaosheng Zhang
Vincent Y. F. Tan
|
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PDF
Chat
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Robustifying Algorithms of Learning Latent Trees with Vector Variables
|
2021
|
Fengzhuo Zhang
Vincent Y. F. Tan
|
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Towards Minimax Optimal Best Arm Identification in Linear Bandits.
|
2021
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Junwen Yang
Vincent Y. F. Tan
|
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PDF
Chat
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Analysis of Optimization Algorithms via Sum-of-Squares
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2021
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Sandra S. Y. Tan
Antonios Varvitsiotis
Vincent Y. F. Tan
|
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PDF
Chat
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Sequential Classification With Empirically Observed Statistics
|
2021
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Mahdi Haghifam
Vincent Y. F. Tan
Ashish Khisti
|
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PDF
Chat
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On Non-Interactive Simulation of Binary Random Variables
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2021
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Lei Yu
Vincent Y. F. Tan
|
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SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
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2021
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Anshoo Tandon
Aldric H. J. Yuan
Vincent Y. F. Tan
|
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PDF
Chat
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Community Detection and Matrix Completion With Social and Item Similarity Graphs
|
2021
|
Qiaosheng Zhang
Vincent Y. F. Tan
Changho Suh
|
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PDF
Chat
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Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization
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2021
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Dana Lahat
Yanbin Lang
Vincent Y. F. Tan
Cédric Févotte
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CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection
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2021
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Hanshu Yan
Jingfeng Zhang
Gang Niu
Jiashi Feng
Vincent Y. F. Tan
Masashi Sugiyama
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PDF
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Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
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2021
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Nicolas Gillis
Le Thi Khanh Hien
Valentin Leplat
Vincent Y. F. Tan
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Exact Recovery in the General Hypergraph Stochastic Block Model
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2021
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Qiaosheng Zhang
Vincent Y. F. Tan
|
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PDF
Chat
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Adversarially-Trained Nonnegative Matrix Factorization
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2021
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Ting Cai
Vincent Y. F. Tan
Cédric Févotte
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Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
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2021
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Jiawei Du
Hanshu Yan
Jiashi Feng
Joey Tianyi Zhou
Liangli Zhen
Rick Siow Mong Goh
Vincent Y. F. Tan
|
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Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees
|
2021
|
Fengzhuo Zhang
Anshoo Tandon
Vincent Y. F. Tan
|
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Robustifying Algorithms of Learning Latent Trees with Vector Variables
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2021
|
Fengzhuo Zhang
Vincent Y. F. Tan
|
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+
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Distributed Sequential Hypothesis Testing With Zero-Rate Compression.
|
2021
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Sadaf Salehkalaibar
Vincent Y. F. Tan
|
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+
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Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning
|
2021
|
Yujun Shi
Kuangqi Zhou
Jian Ru Liang
Zihang Jiang
Jiashi Feng
Philip H. S. Torr
Song Bai
Vincent Y. F. Tan
|
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Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning
|
2021
|
Haiyun He
Hanshu Yan
Vincent Y. F. Tan
|
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Distributed Sequential Hypothesis Testing With Zero-Rate Compression
|
2021
|
Sadaf Salehkalaibar
Vincent Y. F. Tan
|
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A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits
|
2021
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Joel Q. L. Chang
Vincent Y. F. Tan
|
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+
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SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
|
2021
|
Anshoo Tandon
Aldric H. J. Yuan
Vincent Y. F. Tan
|
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An Interpretable Intensive Care Unit Mortality Risk Calculator
|
2021
|
Eugene T. Y. Ang
Milashini Nambiar
Yong Sheng Soh
Vincent Y. F. Tan
|
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+
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Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
|
2021
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Junwen Yang
Vincent Y. F. Tan
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Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints
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2021
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
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Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
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2021
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Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
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Covert Communication With Mismatched Decoders
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2021
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Qiaosheng Zhang
Vincent Y. F. Tan
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PDF
Chat
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On the Capacity of Channels With Deletions and States
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2020
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Yonglong Li
Vincent Y. F. Tan
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+
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State Masking Over a Two-State Compound Channel.
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2020
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Sadaf Salehkalaibar
Mohammad Hossein Yassaee
Vincent Y. F. Tan
Mehrasa Ahmadipour
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+
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Risk-Constrained Thompson Sampling for CVaR Bandits.
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2020
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Joel Q. L. Chang
Qiuyu Zhu
Vincent Y. F. Tan
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PDF
Chat
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Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples
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2020
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Anshoo Tandon
Vincent Y. F. Tan
Shiyao Zhu
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Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures
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2020
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Haiyun He
Qiaosheng Zhang
Vincent Y. F. Tan
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PDF
Chat
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The Bee-Identification Error Exponent With Absentee Bees
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2020
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Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
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PDF
Chat
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Variable-Length Source Dispersions Differ Under Maximum and Average Error Criteria
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2020
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Yuta Sakai
Vincent Y. F. Tan
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+
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Covert Identification over Binary-Input Memoryless Channels.
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2020
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Qiaosheng Zhang
Vincent Y. F. Tan
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PDF
Chat
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Throughput Scaling of Covert Communication Over Wireless Adhoc Networks
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2020
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Kang-Hee Cho
Si-Hyeon Lee
Vincent Y. F. Tan
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+
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Third-Order Asymptotics of Variable-Length Compression Allowing Errors
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2020
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Yuta Sakai
Vincent Y. F. Tan
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PDF
Chat
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Second-Order Asymptotics of Sequential Hypothesis Testing
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2020
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Yonglong Li
Vincent Y. F. Tan
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+
PDF
Chat
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Second-Order Asymptotics of Sequential Hypothesis Testing
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2020
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Yonglong Li
Vincent Y. F. Tan
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+
PDF
Chat
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Bee-Identification Error Exponent with Absentee Bees
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2020
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Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
|
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+
PDF
Chat
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On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing
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2020
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
Yonina C. Eldar
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PDF
Chat
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Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria
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2020
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Yuta Sakai
Vincent Y. F. Tan
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+
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On the Capacity of Deletion Channels with States
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2020
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Yonglong Li
Vincent Y. F. Tan
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PDF
Chat
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Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel
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2020
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Yuta Sakai
Vincent Y. F. Tan
Mladen Kovačević
|
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+
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Optimal Resolution of Change-Point Detection with Empirically Observed Statistics
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2020
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Haiyun He
Qiaosheng Zhang
Vincent Y. F. Tan
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+
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Asymptotic Expansions of Smooth R\'{e}nyi Entropies and Their Applications
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2020
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Yuta Sakai
Vincent Y. F. Tan
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PDF
Chat
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Distributed Detection With Empirically Observed Statistics
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2020
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Haiyun He
Lin Zhou
Vincent Y. F. Tan
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+
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Thompson Sampling Algorithms for Mean-Variance Bandits
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2020
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Qiuyu Zhu
Vincent Y. F. Tan
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+
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Second-Order Asymptotics of Sequential Hypothesis Testing
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2020
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Yonglong Li
Vincent Y. F. Tan
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+
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Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting
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2020
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Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
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+
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Asymptotic Expansions of Smooth Rényi Entropies and Their Applications
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2020
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Yuta Sakai
Vincent Y. F. Tan
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+
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Exact Asymptotics for Learning Tree-Structured Graphical Models with Side Information: Noiseless and Noisy Samples
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2020
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Anshoo Tandon
Vincent Y. F. Tan
Shiyao Zhu
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PDF
Chat
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A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments
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2020
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Rui Xia
Vincent Y. F. Tan
Louis Filstroff
Cédric Févotte
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RAIN: A Simple Approach for Robust and Accurate Image Classification Networks
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2020
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Jiawei Du
Hanshu Yan
Vincent Y. F. Tan
Joey Tianyi Zhou
Rick Siow Mong Goh
Jiashi Feng
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+
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Thompson Sampling Algorithms for Mean-Variance Bandits
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2020
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Qiuyu Zhu
Vincent Y. F. Tan
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+
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On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing
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2020
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Jiachun Pan
Yonglong Li
Vincent Y. F. Tan
Yonina C. Eldar
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Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
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2020
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Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
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+
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Third-Order Asymptotics of Variable-Length Compression Allowing Errors
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2020
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Yuta Sakai
Vincent Y. F. Tan
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+
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Covert Identification over Binary-Input Discrete Memoryless Channels
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2020
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Qiaosheng Zhang
Vincent Y. F. Tan
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+
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Optimal Change-Point Detection with Training Sequences in the Large and Moderate Deviations Regimes
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2020
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Haiyun He
Qiaosheng Zhang
Vincent Y. F. Tan
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+
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State Masking Over a Two-State Compound Channel
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2020
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Sadaf Salehkalaibar
Mohammad Hossein Yassaee
Vincent Y. F. Tan
Mehrasa Ahmadipour
|
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+
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Risk-Constrained Thompson Sampling for CVaR Bandits
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2020
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Joel Q. L. Chang
Qiuyu Zhu
Vincent Y. F. Tan
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+
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Tight Regret Bounds for Noisy Optimization of a Brownian Motion
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2020
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Zexin Wang
Vincent Y. F. Tan
Jonathan Scarlett
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Community Detection and Matrix Completion with Two-Sided Graph Side-Information
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2019
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Qiaosheng
Zhang
Vincent Y. F. Tan
Changho Suh
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Sequential Classification with Empirically Observed Statistics
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2019
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Mahdi Haghifam
Vincent Y. F. Tan
Ashish Khisti
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PDF
Chat
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A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop Network
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2019
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Daming Cao
Lin Zhou
Vincent Y. F. Tan
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Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
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2019
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Saurabh Khanna
Vincent Y. F. Tan
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+
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On the Bee-Identification Error Exponent with Absentee Bees
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2019
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Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
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+
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On Robustness of Neural Ordinary Differential Equations
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2019
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Hanshu Yan
Jiawei Du
Vincent Y. F. Tan
Jiashi Feng
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+
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Exact Channel Synthesis
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2019
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Lei Yu
Vincent Y. F. Tan
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+
PDF
Chat
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Distributed Detection with Empirically Observed Statistics
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2019
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Haiyun He
Lin Zhou
Vincent Y. F. Tan
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+
PDF
Chat
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The Informativeness of $k$ -Means for Learning Mixture Models
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2019
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Zhaoqiang Liu
Vincent Y. F. Tan
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+
PDF
Chat
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Second-Order Asymptotically Optimal Statistical Classification
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2019
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
PDF
Chat
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Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network
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2019
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Daming Cao
Lin Zhou
Vincent Y. F. Tan
|
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PDF
Chat
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Throughput Scaling of Covert Communication over Wireless Adhoc Networks
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2019
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Kang-Hee Cho
Si-Hyeon Lee
Vincent Y. F. Tan
|
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+
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Analysis of Optimization Algorithms via Sum-of-Squares
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2019
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Sandra S. Y. Tan
Antonios Varvitsiotis
Vincent Y. F. Tan
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+
PDF
Chat
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Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel
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2019
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Daming Cao
Vincent Y. F. Tan
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+
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Error exponent bounds for the bee-identification problem
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2019
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Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
|
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+
PDF
Chat
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Distributed Hypothesis Testing with Privacy Constraints
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2019
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Atefeh Gilani
Selma Belhadj Amor
Sadaf Salehkalaibar
Vincent Y. F. Tan
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On the Throughput of Channels That Wear Out
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2019
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Ting-Yi Wu
Lav R. Varshney
Vincent Y. F. Tan
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Bounds on the Average Distance and Distance Enumerator with Applications to Non-Interactive Simulation.
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2019
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Lei Yu
Vincent Y. F. Tan
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+
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Second-Order Asymptotics of the Continuous-Time Poisson Channel
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2019
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Yuta Sakai
Mladen Kovačević
Vincent Y. F. Tan
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+
PDF
Chat
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Moderate Deviation Asymptotics for Variable-Length Codes With Feedback
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2019
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Lan V. Truong
Vincent Y. F. Tan
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Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
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2019
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Nicolas Gillis
Le Thi Khanh Hien
Valentin Leplat
Vincent Y. F. Tan
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PDF
Chat
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Fundamental Limits of Communication Over State-Dependent Channels With Feedback
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2019
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Mladen Kovačević
Carol Wang
Vincent Y. F. Tan
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PDF
Chat
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Simulation of Random Variables Under Rényi Divergence Measures of All Orders
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2019
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Lei Yu
Vincent Y. F. Tan
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Unsupervised Image Noise Modeling with Self-Consistent GAN
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2019
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Hanshu Yan
Vincent Y. F. Tan
Wenhan Yang
Jiashi Feng
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+
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Covert Communication Over a Compound Channel
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2019
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Sadaf Salehkalaibar
Mohammad Hossein Yassaee
Vincent Y. F. Tan
|
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+
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Throughput Scaling of Covert Communication over Wireless Adhoc Networks
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2019
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Kang-Hee Cho
Si-Hyeon Lee
Vincent Y. F. Tan
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+
PDF
Chat
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Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound
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2019
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S.–L. Fong
Vincent Y. F. Tan
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+
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An Improved Linear Programming Bound on the Average Distance of a Binary Code
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2019
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Lei Yu
Vincent Y. F. Tan
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+
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On the Capacity of Channels with Deletions and States
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2019
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Yonglong Li
Vincent Y. F. Tan
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+
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On Non-Interactive Simulation of Binary Random Variables
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2019
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Lei Yu
Vincent Y. F. Tan
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+
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Community Detection and Matrix Completion with Social and Item Similarity Graphs
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2019
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Qiaosheng Zhang
Vincent Y. F. Tan
Changho Suh
|
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+
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Sequential Classification with Empirically Observed Statistics
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2019
|
Mahdi Haghifam
Vincent Y. F. Tan
Ashish Khisti
|
|
+
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On the Bee-Identification Error Exponent with Absentee Bees
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2019
|
Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
|
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+
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Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
|
2019
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Saurabh Khanna
Vincent Y. F. Tan
|
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+
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On Robustness of Neural Ordinary Differential Equations
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2019
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Hanshu Yan
Jiawei Du
Vincent Y. F. Tan
Jiashi Feng
|
|
+
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Analysis of Optimization Algorithms via Sum-of-Squares
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2019
|
Sandra S. Y. Tan
Antonios Varvitsiotis
Vincent Y. F. Tan
|
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+
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Error Exponent Bounds for the Bee-Identification Problem
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2019
|
Anshoo Tandon
Vincent Y. F. Tan
Lav R. Varshney
|
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+
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Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
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2019
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Nicolas Gillis
Le Thi Khanh Hien
Valentin Leplat
Vincent Y. F. Tan
|
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+
PDF
Chat
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On the Maximum Size of Block Codes Subject to a Distance Criterion
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2018
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Ling-Hua Chang
Po‐Ning Chen
Vincent Y. F. Tan
Carol Wang
Yunghsiang S. Han
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PDF
Chat
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Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources
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2018
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
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PDF
Chat
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Rényi Resolvability and Its Applications to the Wiretap Channel
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2018
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Lei Yu
Vincent Y. F. Tan
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+
PDF
Chat
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Second-order asymptotically optimal statistical classification
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2018
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
PDF
Chat
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Time-Division is Optimal for Covert Communication over Some Broadcast Channels
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2018
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Vincent Y. F. Tan
Si-Hyeon Lee
|
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+
PDF
Chat
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Simulation of Random Variables under Rényi Divergence Measures of All Orders
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2018
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Lei Yu
Vincent Y. F. Tan
|
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+
PDF
Chat
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Time-Division is Optimal for Covert Communication Over Some Broadcast Channels
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2018
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Vincent Y. F. Tan
Si-Hyeon Lee
|
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+
PDF
Chat
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The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels
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2018
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
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Thompson Sampling for Cascading Bandits.
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2018
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Wang Chi Cheung
Vincent Y. F. Tan
Zixin Zhong
|
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+
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Thompson Sampling Algorithms for Cascading Bandits
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2018
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Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
|
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+
PDF
Chat
|
Distributed Hypothesis Testing with Privacy Constraints
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2018
|
Selma Belhadj Amor
Atefeh Gilani
Sadaf Salehkalaibar
Vincent Y. F. Tan
|
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+
PDF
Chat
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Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems
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2018
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Mladen Kovačević
Vincent Y. F. Tan
|
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PDF
Chat
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Asymptotic Coupling and Its Applications in Information Theory
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2018
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Lei Yu
Vincent Y. F. Tan
|
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+
PDF
Chat
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Wyner's Common Information under Renyi Divergence Measures
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2018
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Lei Yu
Vincent Y. F. Tan
|
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+
PDF
Chat
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The Informativeness of k-Means for Learning Mixture Models
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2018
|
Zhaoqiang Liu
Vincent Y. F. Tan
|
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+
PDF
Chat
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Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel
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2018
|
Daming Cao
Vincent Y. F. Tan
|
|
+
PDF
Chat
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The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback
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2018
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Lan V. Truong
Vincent Y. F. Tan
|
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PDF
Chat
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Exponential Strong Converse for Content Identification With Lossy Recovery
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2018
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Lin Zhou
Vincent Y. F. Tan
Lei Yu
Mehul Motani
|
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PDF
Chat
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Lower Bounds on the Bayes Risk of the Bayesian BTL Model With Applications to Comparison Graphs
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2018
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Mine Alsan
Ranjitha Prasad
Vincent Y. F. Tan
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PDF
Chat
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Wyner’s Common Information Under Rényi Divergence Measures
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2018
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Lei Yu
Vincent Y. F. Tan
|
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PDF
Chat
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Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption
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2018
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Zhaoqiang Liu
Vincent Y. F. Tan
|
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+
PDF
Chat
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On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities
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2018
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Lan V. Truong
Vincent Y. F. Tan
|
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PDF
Chat
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Analysis of Remaining Uncertainties and Exponents Under Various Conditional Rényi Entropies
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2018
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Vincent Y. F. Tan
Masahito Hayashi
|
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PDF
Chat
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Codes in the Space of Multisets—Coding for Permutation Channels With Impairments
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2018
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Mladen Kovačević
Vincent Y. F. Tan
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+
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Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel
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2018
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Daming Cao
Vincent Y. F. Tan
|
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+
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The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability
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2018
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Lan V. Truong
Vincent Y. F. Tan
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+
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Simulation of Random Variables under Rényi Divergence Measures of All Orders
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2018
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Lei Yu
Vincent Y. F. Tan
|
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+
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Second-Order Asymptotically Optimal Statistical Classification
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2018
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
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On Exact and $\infty$-Rényi Common Informations
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2018
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Lei Yu
Vincent Y. F. Tan
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+
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Corrections to "Wyner's Common Information under Rényi Divergence Measures"
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2018
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Lei Yu
Vincent Y. F. Tan
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+
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Exact Channel Synthesis
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2018
|
Lei Yu
Vincent Y. F. Tan
|
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+
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Thompson Sampling Algorithms for Cascading Bandits
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2018
|
Zixin Zhong
Wang Chi Cheung
Vincent Y. F. Tan
|
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+
PDF
Chat
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Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources
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2017
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
PDF
Chat
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Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies
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2017
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Renbo Zhao
William B. Haskell
Vincent Y. F. Tan
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+
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Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback
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2017
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Mladen Kovačević
Carol Wang
Vincent Y. F. Tan
|
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+
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The Dispersion of Universal Joint Source-Channel Coding for Arbitrary Sources and Additive Channels
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2017
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime
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2017
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Jiachun Liao
Lalitha Sankar
Vincent Y. F. Tan
Flávio P. Calmon
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PDF
Chat
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Minimum Rates of Approximate Sufficient Statistics
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2017
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Masahito Hayashi
Vincent Y. F. Tan
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+
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Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels.
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2017
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Vincent Y. F. Tan
Si-Hyeon Lee
|
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+
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Time-Division is Optimal for Covert Communication over Some Broadcast Channels
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2017
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Vincent Y. F. Tan
Si-Hyeon Lee
|
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On Achievable Rates of AWGN Energy-Harvesting Channels With Block Energy Arrival and Non-Vanishing Error Probabilities
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2017
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Silas L. Fong
Vincent Y. F. Tan
Ayfer Özgür
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The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback
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2017
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Lan V. Truong
Vincent Y. F. Tan
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PDF
Chat
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A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization
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2017
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Renbo Zhao
Vincent Y. F. Tan
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PDF
Chat
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Zero-Error Capacity of $ P $ -ary Shift Channels and FIFO Queues
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2017
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Mladen Kovačević
Miloš Stojaković
Vincent Y. F. Tan
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PDF
Chat
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A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality
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2017
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Silas L. Fong
Vincent Y. F. Tan
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PDF
Chat
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A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel With Feedback
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2017
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Silas L. Fong
Vincent Y. F. Tan
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PDF
Chat
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Moderate Deviation Analysis for Classical Communication over Quantum Channels
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2017
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Christopher T. Chubb
Vincent Y. F. Tan
Marco Tomamichel
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Moderate Deviation Asymptotics for Variable-Length Codes with Feedback
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2017
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Lan V. Truong
Vincent Y. F. Tan
|
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PDF
Chat
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Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel
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2017
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Silas L. Fong
Vincent Y. F. Tan
|
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PDF
Chat
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Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption
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2017
|
Zhaoqiang Liu
Vincent Y. F. Tan
|
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+
PDF
Chat
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Hypothesis testing under maximal leakage privacy constraints
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2017
|
Jiachun Liao
Lalitha Sankar
Flávio P. Calmon
Vincent Y. F. Tan
|
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PDF
Chat
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Moderate deviation analysis for classical communication over quantum channels
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2017
|
Christopher T. Chubb
Vincent Y. F. Tan
Marco Tomamichel
|
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PDF
Chat
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Exact moderate deviation asymptotics in streaming data transmission
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2017
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Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
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PDF
Chat
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Minimum rates of approximate sufficient statistics
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2017
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Masahito Hayashi
Vincent Y. F. Tan
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PDF
Chat
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On achievable rates of AWGN energy-harvesting channels with block energy arrival and non-vanishing error probabilities
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2017
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Silas L. Pong
Vincent Y. F. Tan
Ayfer Özgür
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PDF
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Achievable Rates for Gaussian Degraded Relay Channels With Non-Vanishing Error Probabilities
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2017
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Silas L. Fong
Vincent Y. F. Tan
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Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies
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2017
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Renbo Zhao
William B. Haskell
Vincent Y. F. Tan
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The Informativeness of k-Means for Learning Gaussian Mixture Models.
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2017
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Zhaoqiang Liu
Vincent Y. F. Tan
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The Informativeness of $k$-Means and Dimensionality Reduction for Learning Mixture Models
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2017
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Zhaoqiang Liu
Vincent Y. F. Tan
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The Informativeness of $k$-Means for Learning Mixture Models
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2017
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Zhaoqiang Liu
Vincent Y. F. Tan
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A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel with Feedback
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2017
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Silas L. Fong
Vincent Y. F. Tan
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PDF
Chat
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Adversarial Top- $K$ Ranking
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2017
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Changho Suh
Vincent Y. F. Tan
Renbo Zhao
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+
PDF
Chat
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Polar Coding for the Binary Erasure Channel With Deletions
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2017
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Eldho K. Thomas
Vincent Y. F. Tan
Alexander Vardy
Mehul Motani
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On Achievable Rates of AWGN Energy-Harvesting Channels with Block Energy Arrival and Non-Vanishing Error Probabilities
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2017
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Silas L. Fong
Vincent Y. F. Tan
Ayfer Özgür
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Polar Coding for the Binary Erasure Channel with Deletions
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2017
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Eldho K. Thomas
Vincent Y. F. Tan
Alexander Vardy
Mehul Motani
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Communication over a Channel that Wears Out
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2017
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Ting-Yi Wu
Lav R. Varshney
Vincent Y. F. Tan
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PDF
Chat
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On Gaussian Channels With Feedback Under Expected Power Constraints and With Non-Vanishing Error Probabilities
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2017
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Lan V. Truong
Silas L. Fong
Vincent Y. F. Tan
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On the Reliability Function of the Common-Message Broadcast Channel with Variable-Length Feedback
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2017
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Lan V. Truong
Vincent Y. F. Tan
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Exponential Strong Converse for Content Identification with Lossy Recovery
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2017
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Lin Zhou
Vincent Y. F. Tan
Lei Yu
Mehul Motani
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Hypothesis Testing under Mutual Information Privacy Constraints in the High Privacy Regime
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2017
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Jiachun Liao
Lalitha Sankar
Vincent Y. F. Tan
Flávio P. Calmon
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Refined Asymptotics for Rate-Distortion using Gaussian Codebooks for Arbitrary Sources
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2017
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
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+
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Wyner's Common Information under Rényi Divergence Measures
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2017
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Lei Yu
Vincent Y. F. Tan
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Asymptotic Coupling and Its Applications in Information Theory
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2017
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Lei Yu
Vincent Y. F. Tan
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+
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On the Throughput of Channels that Wear Out
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2017
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Ting-Yi Wu
Lav R. Varshney
Vincent Y. F. Tan
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Hypothesis Testing under Maximal Leakage Privacy Constraints
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2017
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Jiachun Liao
Lalitha Sankar
Flávio P. Calmon
Vincent Y. F. Tan
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On the Maximum Size of Block Codes Subject to a Distance Criterion
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2017
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Ling-Hua Chang
Po‐Ning Chen
Vincent Y. F. Tan
Carol Wang
Yunghsiang S. Han
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PDF
Chat
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Second-Order and Moderate Deviation Asymptotics for Successive Refinement
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2017
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
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PDF
Chat
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Exact Moderate Deviation Asymptotics in Streaming Data Transmission
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2017
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Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
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PDF
Chat
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Rényi Resolvability and Its Applications to the Wiretap Channel
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2017
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Lei Yu
Vincent Y. F. Tan
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PDF
Chat
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Improved Bounds on Sidon Sets via Lattice Packings of Simplices
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2017
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Mladen Kovačević
Vincent Y. F. Tan
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Polar Coding for the Binary Erasure Channel with Deletions
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2017
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Eldho K. Thomas
Vincent Y. F. Tan
Alexander Vardy
Mehul Motani
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+
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Moderate Deviation Asymptotics for Variable-Length Codes with Feedback
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2017
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Lan V. Truong
Vincent Y. F. Tan
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The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels
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2017
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
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+
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On Achievable Rates of AWGN Energy-Harvesting Channels with Block Energy Arrival and Non-Vanishing Error Probabilities
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2017
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Silas L. Fong
Vincent Y. F. Tan
Ayfer Özgür
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Time-Division is Optimal for Covert Communication over Some Broadcast Channels
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2017
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Vincent Y. F. Tan
Si-Hyeon Lee
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+
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The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback
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2017
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Lan V. Truong
Vincent Y. F. Tan
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+
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A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel with Feedback
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2017
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Silas L. Fong
Vincent Y. F. Tan
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+
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Rényi Resolvability and Its Applications to the Wiretap Channel
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2017
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Lei Yu
Vincent Y. F. Tan
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Coding for the Permutation Channel with Insertions, Deletions, Substitutions, and Erasures
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2016
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Mladen Kovačević
Vincent Y. F. Tan
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Relative Error Bounds for Nonnegative Matrix Factorization under a Geometric Assumption
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2016
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Zhaoqiang Liu
Vincent Y. F. Tan
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PDF
Chat
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Discrete Lossy Gray–Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations
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2016
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Lin Zhou
Vincent Y. F. Tan
Mehul Motani
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PDF
Chat
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Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures
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2016
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Masahito Hayashi
Vincent Y. F. Tan
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PDF
Chat
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Online Nonnegative Matrix Factorization With Outliers
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2016
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Renbo Zhao
Vincent Y. F. Tan
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+
PDF
Chat
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The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels
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2016
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Jonathan Scarlett
Vincent Y. F. Tan
Giuseppe Durisi
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PDF
Chat
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Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes
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2016
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Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
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+
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Sidon Sets of Fixed Cardinality and Lattice-Packings of Simplices.
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2016
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Mladen Kovačević
Vincent Y. F. Tan
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PDF
Chat
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On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels
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2016
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Silas L. Fong
Vincent Y. F. Tan
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A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized NMF with General Divergences
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2016
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Renbo Zhao
Vincent Y. F. Tan
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A Unified Convergence Analysis of the Multiplicative Update Algorithm for Nonnegative Matrix Factorization
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2016
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Renbo Zhao
Vincent Y. F. Tan
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+
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On AWGN Channels and Gaussian MACs with Variable-Length Feedback.
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2016
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Lan V. Truong
Vincent Y. F. Tan
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+
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On Gaussian MACs with Variable-Length Feedback and Non-Vanishing Error~Probabilities
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2016
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Lan V. Truong
Vincent Y. F. Tan
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PDF
Chat
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Hypothesis testing in the high privacy limit
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2016
|
Jiachun Liao
Lalitha Sankar
Vincent Y. F. Tan
Flávio P. Calmon
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+
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Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit
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2016
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Silas L. Fong
Vincent Y. F. Tan
Jing Yang
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Online Nonnegative Matrix Factorization with General Divergences
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2016
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Renbo Zhao
Vincent Y. F. Tan
Huan Xu
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+
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Remaining uncertainties and exponents under Rényi information measures
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2016
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Masahito Hayashi
Vincent Y. F. Tan
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+
PDF
Chat
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A proof of the strong converse theorem for Gaussian broadcast channels via the Gaussian Poincaré inequality
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2016
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Silas L. Fong
Vincent Y. F. Tan
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+
PDF
Chat
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The dispersion of nearest-neighbor decoding for additive non-Gaussian channels
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2016
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Jonathan Scarlett
Vincent Y. F. Tan
Giuseppe Durisi
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+
PDF
Chat
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Streaming data transmission in the moderate deviations and central limit regimes
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2016
|
Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
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+
PDF
Chat
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Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach
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2016
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Silas L. Fong
Vincent Y. F. Tan
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Strong Converse for Discrete Memoryless Networks with Tight Cut-Set Bounds.
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2016
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Silas L. Fong
Vincent Y. F. Tan
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+
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Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound
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2016
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Silas L. Fong
Vincent Y. F. Tan
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+
PDF
Chat
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A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels
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2016
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Silas L. Fong
Vincent Y. F. Tan
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Zero-Error Shift-Correcting and Shift-Detecting Codes.
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2016
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Mladen Kovačević
Miloš Stojaković
Vincent Y. F. Tan
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Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources.
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2016
|
Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
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Exact Moderate Deviation Asymptotics in Streaming Data Transmission
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2016
|
Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
|
|
+
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Achievable Rates for Gaussian Degraded Relay Channels with Non-Vanishing Error Probabilities
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2016
|
Silas L. Fong
Vincent Y. F. Tan
|
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+
PDF
Chat
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A Numerical Study on the Wiretap Network With a Simple Network Topology
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2016
|
Fan Cheng
Vincent Y. F. Tan
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+
PDF
Chat
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Online nonnegative matrix factorization with outliers
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2016
|
Renbo Zhao
Vincent Y. F. Tan
|
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+
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Second-Order and Moderate Deviation Asymptotics for Successive Refinement
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2016
|
Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
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Adversarial Top-$K$ Ranking
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2016
|
Changho Suh
Vincent Y. F. Tan
Renbo Zhao
|
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+
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Analysis of Remaining Uncertainties and Exponents under Various Conditional Rényi Entropies
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2016
|
Vincent Y. F. Tan
Masahito Hayashi
|
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+
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Hypothesis Testing in the High Privacy Limit
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2016
|
Jiachun Liao
Lalitha Sankar
Vincent Y. F. Tan
Flávio P. Calmon
|
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+
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Minimum Rates of Approximate Sufficient Statistics
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2016
|
Masahito Hayashi
Vincent Y. F. Tan
|
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+
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A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization
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2016
|
Renbo Zhao
Vincent Y. F. Tan
|
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+
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Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources
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2016
|
Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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+
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Online Nonnegative Matrix Factorization with General Divergences
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2016
|
Renbo Zhao
Vincent Y. F. Tan
Huan Xu
|
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+
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On Gaussian MACs with Variable-Length Feedback and Non-Vanishing Error~Probabilities
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2016
|
Lan V. Truong
Vincent Y. F. Tan
|
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+
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Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound
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2016
|
Silas L. Fong
Vincent Y. F. Tan
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+
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Achievable Rates for Gaussian Degraded Relay Channels with Non-Vanishing Error Probabilities
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2016
|
Silas L. Fong
Vincent Y. F. Tan
|
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+
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Exact Moderate Deviation Asymptotics in Streaming Data Transmission
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2016
|
Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
|
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+
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The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels
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2015
|
Jonathan Scarlett
Vincent Y. F. Tan
Giuseppe Durisi
|
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+
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Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes
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2015
|
Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
|
|
+
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On Gaussian Channels with Feedback under Expected Power Constraints and with Non-Vanishing Error Probabilities
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2015
|
Lan V. Truong
Silas L. Fong
Vincent Y. F. Tan
|
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+
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Second-Order Coding Region for the Discrete Lossy Gray-Wyner Source Coding Problem
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2015
|
Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
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On the Empirical Output Distribution of $\varepsilon$-Good Codes for Gaussian Channels under a Long-Term Power Constraint
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2015
|
Silas L. Fong
Vincent Y. F. Tan
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+
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Empirical Output Distribution of Good Delay-Limited Codes for Quasi-Static Fading Channels
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2015
|
Silas L. Fong
Vincent Y. F. Tan
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+
PDF
Chat
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Asymmetric Evaluations of Erasure and Undetected Error Probabilities
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2015
|
Masahito Hayashi
Vincent Y. F. Tan
|
|
+
PDF
Chat
|
Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets
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2015
|
Jonathan Scarlett
Vincent Y. F. Tan
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+
PDF
Chat
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A proof of the strong converse theorem for Gaussian multiple access channels
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2015
|
Silas L. Fong
Vincent Y. F. Tan
|
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+
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A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincar\'e Inequality
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2015
|
Silas L. Fong
Vincent Y. F. Tan
|
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+
PDF
Chat
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Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs
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2015
|
Yanina Y. Shkel
Vincent Y. F. Tan
Stark C. Draper
|
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+
PDF
Chat
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Second-order asymptotics for the discrete memoryless MAC with degraded message sets
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2015
|
Jonathan Scarlett
Vincent Y. F. Tan
|
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+
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Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels
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2015
|
Vincent Y. F. Tan
Matthieu R. Bloch
|
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+
PDF
Chat
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Second-Order Asymptotics for the Classical Capacity of Image-Additive Quantum Channels
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2015
|
Marco Tomamichel
Vincent Y. F. Tan
|
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+
PDF
Chat
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A Case Where Interference Does Not Affect the Channel Dispersion
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2015
|
Sy-Quoc Le
Vincent Y. F. Tan
Mehul Motani
|
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+
PDF
Chat
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The Third-Order Term in the Normal Approximation for the AWGN Channel
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2015
|
Vincent Y. F. Tan
Marco Tomamichel
|
|
+
PDF
Chat
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Nonasymptotic and Second-Order Achievability Bounds for Coding With Side-Information
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2015
|
Shun Watanabe
Shigeaki Kuzuoka
Vincent Y. F. Tan
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+
PDF
Chat
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On the Reliability Function of the Discrete Memoryless Relay Channel
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2015
|
Vincent Y. F. Tan
|
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+
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Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets
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2015
|
Vincent Y. F. Tan
|
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+
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Equivocations, Exponents and Second-Order Coding Rates under Various Rényi Information Measures
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2015
|
Masahito Hayashi
Vincent Y. F. Tan
|
|
+
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On Error Exponents and Moderate Deviations for Lossless Streaming Compression of Correlated Sources
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2015
|
Lin Zhou
Vincent Y. F. Tan
Mehul Motani
|
|
+
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A Numerical Study on the Wiretap Network with a Simple Network Topology
|
2015
|
Fan Cheng
Vincent Y. F. Tan
|
|
+
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The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels
|
2015
|
Jonathan Scarlett
Vincent Y. F. Tan
Giuseppe Durisi
|
|
+
|
Empirical Output Distribution of Good Delay-Limited Codes for Quasi-Static Fading Channels
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2015
|
Silas L. Fong
Vincent Y. F. Tan
|
|
+
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Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets
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2015
|
Vincent Y. F. Tan
|
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+
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Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes
|
2015
|
Si-Hyeon Lee
Vincent Y. F. Tan
Ashish Khisti
|
|
+
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On Gaussian Channels with Feedback under Expected Power Constraints and with Non-Vanishing Error Probabilities
|
2015
|
Lan V. Truong
Silas L. Fong
Vincent Y. F. Tan
|
|
+
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A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality
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2015
|
Silas L. Fong
Vincent Y. F. Tan
|
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+
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Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
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2015
|
Vincent Y. F. Tan
|
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+
PDF
Chat
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The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents
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2014
|
Tzu-Han Chou
Vincent Y. F. Tan
Stark C. Draper
|
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+
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Asymptotic Expansions for Gaussian Channels with Feedback
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2014
|
Silas L. Fong
Vincent Y. F. Tan
|
|
+
PDF
Chat
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Information spectrum approach to strong converse theorems for degraded wiretap channels
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2014
|
Vincent Y. F. Tan
Matthieu R. Bloch
|
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+
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Second-Order Asymptotics for the Discrete Memoryless MAC with Degraded Message Sets
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2014
|
Jonathan Scarlett
Vincent Y. F. Tan
|
|
+
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Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels
|
2014
|
Vincent Y. F. Tan
Matthieu R. Bloch
|
|
+
PDF
Chat
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The third-order term in the normal approximation for the AWGN channel
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2014
|
Vincent Y. F. Tan
Marco Tomamichel
|
|
+
PDF
Chat
|
Second-order asymptotics for the gaussian MAC with degraded message sets
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2014
|
Jonathan Scarlett
Vincent Y. F. Tan
|
|
+
PDF
Chat
|
Second-Order Coding Rates for Channels With State
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2014
|
Marco Tomamichel
Vincent Y. F. Tan
|
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+
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Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs
|
2014
|
Yanina Y. Shkel
Vincent Y. F. Tan
Stark C. Draper
|
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+
PDF
Chat
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A Formula for the Capacity of the General Gel'fand–Pinsker Channel
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2014
|
Vincent Y. F. Tan
|
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+
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Second- and Higher-Order Asymptotics For Erasure and List Decoding.
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2014
|
Vincent Y. F. Tan
Pierre Moulin
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+
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Fixed Error Asymptotics For Erasure and List Decoding
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2014
|
Vincent Y. F. Tan
Pierre Moulin
|
|
+
PDF
Chat
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Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
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2014
|
Vincent Y. F. Tan
|
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+
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Asymmetric Evaluations of Erasure and Undetected Error Probabilities
|
2014
|
Masahito Hayashi
Vincent Y. F. Tan
|
|
+
|
Second-Order Coding Rates for Conditional Rate-Distortion
|
2014
|
Sy-Quoc Le
Vincent Y. F. Tan
Mehul Motani
|
|
+
PDF
Chat
|
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
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2014
|
Vincent Y. F. Tan
|
|
+
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A Case Where Interference Does Not Affect The Channel Dispersion
|
2014
|
Sy-Quoc Le
Vincent Y. F. Tan
Mehul Motani
|
|
+
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Asymptotic Expansions for Gaussian Channels with Feedback under a Peak Power Constraint
|
2014
|
Silas L. Fong
Vincent Y. F. Tan
|
|
+
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Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels
|
2014
|
Vincent Y. F. Tan
Matthieu R. Bloch
|
|
+
|
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs
|
2014
|
Yanina Y. Shkel
Vincent Y. F. Tan
Stark C. Draper
|
|
+
|
Second-Order Asymptotics for the Discrete Memoryless MAC with Degraded Message Sets
|
2014
|
Jonathan Scarlett
Vincent Y. F. Tan
|
|
+
PDF
Chat
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On the Dispersions of Three Network Information Theory Problems
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2013
|
Vincent Y. F. Tan
Oliver Kosut
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+
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On the Gaussian Approximation for the Classical Capacity of Quantum Channels
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2013
|
Marco Tomamichel
Vincent Y. F. Tan
|
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+
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Second-Order Asymptotics of Classical-Quantum Channels.
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2013
|
Marco Tomamichel
Vincent Y. F. Tan
|
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+
PDF
Chat
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A Tight Upper Bound for the Third-Order Asymptotics for Most Discrete Memoryless Channels
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2013
|
Marco Tomamichel
Vincent Y. F. Tan
|
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+
PDF
Chat
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A formula for the capacity of the general Gel'fand-Pinsker channel
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2013
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Vincent Y. F. Tan
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Wireless Compressive Sensing for Energy Harvesting Sensor Nodes
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2013
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Gang Yang
Vincent Y. F. Tan
Chin Keong Ho
See Ho Ting
Yong Liang Guan
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ε-Capacities and Second-Order Coding Rates for Channels with General State
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2013
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Marco Tomamichel
Vincent Y. F. Tan
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Error Exponents for the Relay Channel
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2013
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Vincent Y. F. Tan
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Non-Asymptotic and Second-Order Achievability Bounds for Coding With Side-Information
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2013
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Shun Watanabe
Shigeaki Kuzuoka
Vincent Y. F. Tan
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Non-Asymptotic and Second-Order Achievability Bounds for Coding With Side-Information
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2013
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Shun Watanabe
Shigeaki Kuzuoka
Vincent Y. F. Tan
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A Formula for the Capacity of the General Gel'fand-Pinsker Channel
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2012
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Vincent Y. F. Tan
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Moderate-deviations of lossy source coding for discrete and Gaussian sources
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2012
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Vincent Y. F. Tan
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High-dimensional structure estimation in Ising models: Local separation criterion
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2012
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Animashree Anandkumar
Vincent Y. F. Tan
Furong Huang
Alan S. Willsky
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On the dispersions of three network information theory problems
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2012
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Vincent Y. F. Tan
Oliver Kosut
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High-dimensional Gaussian graphical model selection: walk summability and local separation criterion
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2012
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Animashree Anandkumar
Vincent Y. F. Tan
Furong Huang
Alan S. Willsky
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On Dispersions of Discrete Memoryless Channels with Noncausal State Information at the Encoder
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2012
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Vincent Y. F. Tan
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A Formula for the Capacity of the General Gel'fand-Pinsker Channel
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2012
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Vincent Y. F. Tan
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High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
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2011
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Animashree Anandkumar
Vincent Y. F. Tan
Alan S. Willsky
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Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations
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2011
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Vincent Y. F. Tan
Laura Balzano
Stark C. Draper
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Sample complexity for topology estimation in networks of LTI systems
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2011
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Vincent Y. F. Tan
Alan S. Willsky
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Automatic Relevance Determination in Nonnegative Matrix Factorization with the \beta-Divergence
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2011
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Vincent Y. F. Tan
Cédric Févotte
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Moderate-Deviations of Lossy Source Coding for Discrete and Gaussian Sources
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2011
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Vincent Y. F. Tan
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Canonical Estimation in a Rare-Events Regime
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2011
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Mesrob I. Ohannessian
Vincent Y. F. Tan
Munther A. Dahleh
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Canonical estimation in a rare-events regime
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2011
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Mesrob I. Ohannessian
Vincent Y. F. Tan
Munther A. Dahleh
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The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents
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2011
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Tzu-Han Chou
Vincent Y. F. Tan
Stark C. Draper
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High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families
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2011
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Animashree Anandkumar
Vincent Y. F. Tan
Alan S. Willsky
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Learning high-dimensional Markov forest distributions: Analysis of error rates
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2011
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures
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2011
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Vincent Y. F. Tan
Animashree Anandkumar
Lang Tong
Alan S. Willsky
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Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates
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2011
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Large-deviation analysis and applications Of learning tree-structured graphical models
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2011
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Vincent Y. F. Tan
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Sample Complexity for Topology Estimation in Networks of LTI Systems⋆
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2011
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Vincent Y. F. Tan
Alan S. Willsky
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High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion
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2011
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Animashree Anandkumar
Vincent Y. F. Tan
Alan S. Willsky
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Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence
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2011
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Vincent Y. F. Tan
Cédric Févotte
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Canonical Estimation in a Rare-Events Regime
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2011
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Mesrob I. Ohannessian
Vincent Y. F. Tan
Munther A. Dahleh
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Moderate-Deviations of Lossy Source Coding for Discrete and Gaussian Sources
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2011
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Vincent Y. F. Tan
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Learning Latent Tree Graphical Models
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2010
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Myung Jin Choi
Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Scaling laws for learning high-dimensional Markov forest distributions
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2010
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Error exponents for composite hypothesis testing of Markov forest distributions
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2010
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Necessary and sufficient conditions for high-dimensional salient feature subset recovery
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2010
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Vincent Y. F. Tan
Matthew Johnson
Alan S. Willsky
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Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures
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2010
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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High Dimensional Structure Learning of Ising Models on Sparse Random Graphs
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2010
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Animashree Anandkumar
Vincent Y. F. Tan
Alan S. Willsky
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Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates
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2010
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Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Learning Latent Tree Graphical Models
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2010
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Myung Jin Choi
Vincent Y. F. Tan
Animashree Anandkumar
Alan S. Willsky
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Estimating Signals With Finite Rate of Innovation From Noisy Samples: A Stochastic Algorithm
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2008
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Vincent Y. F. Tan
Vivek K Goyal
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Learning max-weight discriminative forests
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2008
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Vincent Y. F. Tan
John W. Fisher
Alan S. Willsky
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