Christos Thrampoulidis

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All published works
Action Title Year Authors
+ PDF Chat DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models 2024 Wenlong Deng
Yize Zhao
Vala Vakilian
Minghui Chen
Xiaoxiao Li
Christos Thrampoulidis
+ PDF Chat Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations 2024 Yize Zhao
Tina Behnia
Vala Vakilian
Christos Thrampoulidis
+ Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss 2024 Jaidev Gill
Vala Vakilian
Christos Thrampoulidis
+ PDF Chat Content Conditional Debiasing for Fair Text Embedding 2024 Wenlong Deng
Blair Chen
Xiaoxiao Li
Christos Thrampoulidis
+ PDF Chat Implicit Bias and Fast Convergence Rates for Self-attention 2024 Bhavya Vasudeva
Puneesh Deora
Christos Thrampoulidis
+ Generalization and Stability of Interpolating Neural Networks with Minimal Width 2023 Hossein Taheri
Christos Thrampoulidis
+ On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data 2023 Tina Behnia
Ganesh Ramachandra Kini
Vala Vakilian
Christos Thrampoulidis
+ Fast Convergence of Random Reshuffling under Over-Parameterization and the Polyak-Łojasiewicz Condition 2023 Fan Chen
Christos Thrampoulidis
Mark Schmidt
+ Fast Convergence in Learning Two-Layer Neural Networks with Separable Data 2023 Hossein Taheri
Christos Thrampoulidis
+ BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization 2023 Fan Chen
Gaspard Choné-Ducasse
Mark Schmidt
Christos Thrampoulidis
+ Memorization Capacity of Multi-Head Attention in Transformers 2023 Sadegh Mahdavi
Renjie Liao
Christos Thrampoulidis
+ On the Role of Attention in Prompt-tuning 2023 Samet Oymak
Ankit Singh Rawat
Mahdi Soltanolkotabi
Christos Thrampoulidis
+ Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching 2023 Ganesh Ramachandra Kini
Vala Vakilian
Tina Behnia
Jaidev Gill
Christos Thrampoulidis
+ Transformers as Support Vector Machines 2023 Davoud Ataee Tarzanagh
Yingcong Li
Christos Thrampoulidis
Samet Oymak
+ Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss 2023 Jaidev Gill
Vala Vakilian
Christos Thrampoulidis
+ On the Optimization and Generalization of Multi-head Attention 2023 Puneesh Deora
Rouzbeh Ghaderi
Hossein Taheri
Christos Thrampoulidis
+ FedNest: Federated Bilevel, Minimax, and Compositional Optimization 2022 Davoud Ataee Tarzanagh
Mingchen Li
Christos Thrampoulidis
Samet Oymak
+ Multi-Environment Meta-Learning in Stochastic Linear Bandits 2022 Ahmadreza Moradipari
Mohammad Ghavamzadeh
Taha Rajabzadeh
Christos Thrampoulidis
Mahnoosh Alizadeh
+ Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently 2022 Haoyuan Sun
Kwangjun Ahn
Christos Thrampoulidis
Navid Azizan
+ On how to avoid exacerbating spurious correlations when models are overparameterized 2022 Tina Behnia
Ke Wang
Christos Thrampoulidis
+ Imbalance Trouble: Revisiting Neural-Collapse Geometry 2022 Christos Thrampoulidis
Ganesh Ramachandra Kini
Vala Vakilian
Tina Behnia
+ On Generalization of Decentralized Learning with Separable Data 2022 Hossein Taheri
Christos Thrampoulidis
+ Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks 2022 Sadegh Mahdavi
Kevin Swersky
Thomas Kipf
Milad Hashemi
Christos Thrampoulidis
Renjie Liao
+ Label-Imbalanced and Group-Sensitive Classification under Overparameterization 2021 Ganesh Ramachandra Kini
Orestis Paraskevas
Samet Oymak
Christos Thrampoulidis
+ Sharp global convergence guarantees for iterative nonconvex optimization: A Gaussian process perspective 2021 Kabir Aladin Chandrasekher
Ashwin Pananjady
Christos Thrampoulidis
+ Analytic Study of Double Descent in Binary Classification: The Impact of Loss 2020 Ganesh Ramachandra Kini
Christos Thrampoulidis
+ Asymptotic Behavior of Adversarial Training in Binary Classification 2020 Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
+ Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models 2020 Marco Mondelli
Christos Thrampoulidis
Ramji Venkataramanan
+ Regret Bounds for Safe Gaussian Process Bandit Optimization 2020 Sanae Amani
Mahnoosh Alizadeh
Christos Thrampoulidis
+ Sharp Asymptotics and Optimal Performance for Inference in Binary Models 2020 Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
+ Decentralized Multi-Agent Linear Bandits with Safety Constraints 2020 Sanae Amani
Christos Thrampoulidis
+ Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization 2020 Ke Wang
Christos Thrampoulidis
+ Safe Linear Thompson Sampling with Side Information 2019 Ahmadreza Moradipari
Sanae Amani
Mahnoosh Alizadeh
Christos Thrampoulidis
+ Sharp Guarantees for Solving Random Equations with One-Bit Information 2019 Hossein Taheri
Ramtin Pedarsani
Christos Thrampoulidis
+ A simple bound on the BER of the MAP decoder for massive MIMO systems 2019 Christos Thrampoulidis
Ilias Zadik
Yury Polyanskiy
+ Near-Optimal Coded Apertures for Imaging via Nazarov's Theorem 2018 Ganesh Ajjanagadde
Christos Thrampoulidis
Adam Yedidia
Gregory W. Wornell
+ The Generalized Lasso for Sub-gaussian Measurements with Dithered Quantization 2018 Christos Thrampoulidis
Ankit Singh Rawat
+ Analysis and Optimization of Aperture Design in Computational Imaging 2017 Adam Yedidia
Christos Thrampoulidis
Gregory W. Wornell
+ Exploiting Occlusion in Non-Line-of-Sight Active Imaging 2017 Christos Thrampoulidis
Gal Shulkind
Feihu Xu
William T. Freeman
Jeffrey H. Shapiro
Antonio Torralba
Franco N. C. Wong
Gregory W. Wornell
+ Precise Error Analysis of Regularized M-estimators in High-dimensions 2016 Christos Thrampoulidis
Ehsan Abbasi
Babak Hassibi
+ Isotropically Random Orthogonal Matrices: Performance of LASSO and Minimum Conic Singular Values 2015 Christos Thrampoulidis
Babak Hassibi
+ BER Analysis of the box relaxation for BPSK Signal Recovery 2015 Christos Thrampoulidis
Ehsan Abbasi
Weiyu Xu
Babak Hassibi
+ Simple Error Bounds for Regularized Noisy Linear Inverse Problems 2014 Christos Thrampoulidis
Samet Oymak
Babak Hassibi
+ The Squared-Error of Generalized LASSO: A Precise Analysis 2013 Samet Oymak
Christos Thrampoulidis
Babak Hassibi
+ Optimal Placement of Distributed Energy Storage in Power Networks 2013 Christos Thrampoulidis
Subhonmesh Bose
Babak Hassibi
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Proceedings of the 24th international conference on Machine learning 2007 John Langford
Joëlle Pineau
1
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
1
+ Fix your classifier: the marginal value of training the last weight layer 2018 Elad Hoffer
Itay Hubara
Daniel Soudry
1
+ Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss 2019 Kaidi Cao
Colin Wei
Adrien Gaidon
Nikos Aréchiga
Tengyu Ma
1
+ Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning 2020 Han-Jia Ye
Hong-You Chen
De‐Chuan Zhan
Wei‐Lun Chao
1
+ PDF Chat Momentum Contrast for Unsupervised Visual Representation Learning 2020 Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross Girshick
1
+ PDF Chat Prevalence of neural collapse during the terminal phase of deep learning training 2020 Vardan Papyan
X. Y. Han
David L. Donoho
1
+ Long-tail learning via logit adjustment 2020 Aditya Krishna Menon
Sadeep Jayasumana
Ankit Singh Rawat
Himanshu Jain
Andreas Veit
Sanjiv Kumar
1
+ A Geometric Analysis of Neural Collapse with Unconstrained Features 2021 Zhihui Zhu
Tianyu Ding
Jinxin Zhou
Xiao Li
Chong You
Jeremias Sulam
Qing Qu
1
+ PDF Chat Parametric Contrastive Learning 2021 Jiequan Cui
Zhisheng Zhong
Shu Liu
Bei Yu
Jiaya Jia
1
+ Label-Imbalanced and Group-Sensitive Classification under Overparameterization 2021 Ganesh Ramachandra Kini
Orestis Paraskevas
Samet Oymak
Christos Thrampoulidis
1
+ Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? 2022 Yibo Yang
Shixiang Chen
Xiangtai Li
Liang Xie
Zhouchen Lin
Dacheng Tao
1
+ PDF Chat Balanced Contrastive Learning for Long-Tailed Visual Recognition 2022 Jianggang Zhu
Zheng Wang
Jingjing Chen
Yi‐Ping Phoebe Chen
Yu‐Gang Jiang
1
+ Neural collapse with unconstrained features 2020 Dustin G. Mixon
Hans Parshall
Jianzong Pi
1
+ On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data 2023 Tina Behnia
Ganesh Ramachandra Kini
Vala Vakilian
Christos Thrampoulidis
1