Jiantao Jiao

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All published works

Action	Title	Year	Authors
+ PDF Chat	How to Evaluate Reward Models for RLHF	2024	Evan Frick Tianle Li C. J. Chen Wei-Lin Chiang Anastasios N. Angelopoulos Jiantao Jiao Banghua Zhu Joseph E. Gonzalez Ion Stoica
+ PDF Chat	Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs	2024	Tianyu Guo Druv Pai Yu Bai Jiantao Jiao Michael I. Jordan Song Mei
+ PDF Chat	Thinking LLMs: General Instruction Following with Thought Generation	2024	Tianhao Wu Janice Lan Weizhe Yuan Jiantao Jiao Jason Weston Sainbayar Sukhbaatar
+ PDF Chat	EmbedLLM: Learning Compact Representations of Large Language Models	2024	Richard Zhuang Tianhao Wu Zhaojin Wen Andrew C. Li Jiantao Jiao Kannan Ramchandran
+ PDF Chat	Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge	2024	Tianhao Wu Weizhe Yuan Olga Golovneva Jing Xu Yuandong Tian Jiantao Jiao Jason Weston Sainbayar Sukhbaatar
+ PDF Chat	Universal evaluation and design of imaging systems using information estimation	2024	Henry Pinkard Leyla Kabuli Eric Markley Tiffany Chien Jiantao Jiao Laura Waller
+ PDF Chat	Toxicity Detection for Free	2024	Zhikang Hu Julien Piet Zhao Geng Jiantao Jiao David Wagner
+ PDF Chat	Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration	2024	Jinning Li Xinyi Liu Banghua Zhu Jiantao Jiao Masayoshi Tomizuka Chen Tang Wei Zhan
+ PDF Chat	Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics	2024	Hanlin Zhu Baihe Huang S. Zhang Michael Jordan Jiantao Jiao Yuandong Tian Stuart Russell
+ PDF Chat	Toward a Theory of Tokenization in LLMs	2024	Nived Rajaraman Jiantao Jiao Kannan Ramchandran
+ PDF Chat	Generative AI Security: Challenges and Countermeasures	2024	Banghua Zhu Norman Mu Jiantao Jiao David Wagner
+ PDF Chat	Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF	2024	Banghua Zhu Michael I. Jordan Jiantao Jiao
+	The Sample Complexity of Online Contract Design	2023	Banghua Zhu Stephen Bates Zhuoran Yang Zhaoran Wang Jiantao Jiao Michael I. Jordan
+	Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning	2023	Jinhyun So Ramy E. Ali Başak Güler Jiantao Jiao A. Salman Avestimehr
+ PDF Chat	On the Optimal Bounds for Noisy Computing	2023	Banghua Zhu Ziao Wang Nadim Ghaddar Jiantao Jiao Lele Wang
+	Principled Reinforcement Learning with Human Feedback from Pairwise or $K$-wise Comparisons	2023	Banghua Zhu Jiantao Jiao Michael I. Jordan
+	Online Learning in Stackelberg Games with an Omniscient Follower	2023	Geng Zhao Banghua Zhu Jiantao Jiao Michael I. Jordan
+	Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning	2023	Hanlin Zhu Paria Rashidinejad Jiantao Jiao
+	Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits	2023	Nived Rajaraman Yanjun Han Jiantao Jiao Kannan Ramchandran
+	Online Learning in a Creator Economy	2023	Banghua Zhu Sai Praneeth Karimireddy Jiantao Jiao Michael I. Jordan
+	Doubly Robust Self-Training	2023	Banghua Zhu Mingyu Ding Philip Jacobson Ming Wu Wei Zhan Michael I. Jordan Jiantao Jiao
+	On Optimal Caching and Model Multiplexing for Large Model Inference	2023	Banghua Zhu Ying Sheng Lianmin Zheng Clark Barrett Michael I. Jordan Jiantao Jiao
+	Fine-Tuning Language Models with Advantage-Induced Policy Alignment	2023	Banghua Zhu Hiteshi Sharma Felipe Vieira Frujeri Shi Dong Chenguang Zhu Michael I. Jordan Jiantao Jiao
+	On the Optimal Bounds for Noisy Computing	2023	Banghua Zhu Ziao Wang Nadim Ghaddar Jiantao Jiao Lele Wang
+	Noisy Computing of the $\mathsf{OR}$ and $\mathsf{MAX}$ Functions	2023	Banghua Zhu Ziao Wang Nadim Ghaddar Jiantao Jiao Lele Wang
+	Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration	2023	Jinning Li Xinyi Liu Banghua Zhu Jiantao Jiao Masayoshi Tomizuka Chen Tang Wei Zhan
+	Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment	2023	Tianhao Wu Banghua Zhu Ruoyu Zhang Zhaojin Wen Kannan Ramchandran Jiantao Jiao
+	End-to-end Story Plot Generator	2023	Hanlin Zhu Andrew J. Cohen Danqing Wang Kevin Yang Xiaomeng Yang Jiantao Jiao Yuandong Tian
+	Towards Optimal Statistical Watermarking	2023	Baihe Huang Banghua Zhu Hanlin Zhu Jason D. Lee Jiantao Jiao Michael I. Jordan
+ PDF Chat	Generalized resilience and robust statistics	2022	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+ PDF Chat	Robust Estimation for Non-parametric Families via Generative Adversarial Networks	2022	Banghua Zhu Jiantao Jiao Michael I. Jordan
+ PDF Chat	Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism	2022	Paria Rashidinejad Banghua Zhu Cong Ma Jiantao Jiao Stuart Russell
+	Minimax Off-Policy Evaluation for Multi-Armed Bandits	2022	Cong Ma Banghua Zhu Jiantao Jiao Martin J. Wainwright
+ PDF Chat	Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning	2022	Yuexiang Zhai Christina Baek Zhengyuan Zhou Jiantao Jiao Yi Ma
+	Robust Estimation for Nonparametric Families via Generative Adversarial Networks	2022	Banghua Zhu Jiantao Jiao Michael I. Jordan
+	Jump-Start Reinforcement Learning	2022	Ikechukwu Uchendu Ted Xiao Yao Lu Banghua Zhu Mengyuan Yan Joséphine Simon Matthew Bennice Chuyuan Fu Cong Ma Jiantao Jiao
+	Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees	2022	Banghua Zhu Lun Wang Qi Pang Shuai Wang Jiantao Jiao Dawn Song Michael I. Jordan
+	Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian	2022	Paria Rashidinejad Hanlin Zhu Kunhe Yang Stuart Russell Jiantao Jiao
+	Beyond the Best: Estimating Distribution Functionals in Infinite-Armed Bandits	2022	Yifei Wang Tavor Z. Baharav Yanjun Han Jiantao Jiao David Tse
+	The Sample Complexity of Online Contract Design	2022	Banghua Zhu Stephen Bates Zhuoran Yang Zhaoran Wang Jiantao Jiao Michael I. Jordan
+	Minimax Optimal Online Imitation Learning via Replay Estimation	2022	Gokul Swamy Nived Rajaraman Matthew Jian‐Qiao Peng Sanjiban Choudhury J. Andrew Bagnell Zhiwei Steven Wu Jiantao Jiao Kannan Ramchandran
+	Computational Benefits of Intermediate Rewards for Hierarchical Planning.	2021	Yuexiang Zhai Christina Baek Zhengyuan Zhou Jiantao Jiao Yi Ma
+ PDF Chat	Robust estimation via generalized quasi-gradients	2021	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+ PDF Chat	MADE: Exploration via Maximizing Deviation from Explored Regions	2021	Tianjun Zhang Paria Rashidinejad Jiantao Jiao Yuandong Tian Joseph E. Gonzalez Stuart Russell
+	Linear Representation Meta-Reinforcement Learning for Instant Adaptation	2021	Matt Peng Banghua Zhu Jiantao Jiao
+	Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally	2021	Nived Rajaraman Yanjun Han Lin F. Yang Kannan Ramchandran Jiantao Jiao
+	Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning	2021	Jinhyun So Ramy E. Ali Başak Güler Jiantao Jiao Salman Avestimehr
+	MADE: Exploration via Maximizing Deviation from Explored Regions	2021	Tianjun Zhang Paria Rashidinejad Jiantao Jiao Yuandong Tian Joseph E. Gonzalez Stuart Russell
+	Nearly Optimal Policy Optimization with Stable at Any Time Guarantee	2021	Tianhao Wu Yunchang Yang Han Zhong Liwei Wang Simon S. Du Jiantao Jiao
+	Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning	2021	Yuexiang Zhai Christina Baek Zhengyuan Zhou Jiantao Jiao Yi Ma
+	Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism	2021	Paria Rashidinejad Banghua Zhu Cong Ma Jiantao Jiao Stuart Russell
+	Minimax Off-Policy Evaluation for Multi-Armed Bandits	2021	Cong Ma Banghua Zhu Jiantao Jiao Martin J. Wainwright
+ PDF Chat	Optimal rates of entropy estimation over Lipschitz balls	2020	Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu
+	Minimax Estimation of Divergences Between Discrete Distributions	2020	Yanjun Han Jiantao Jiao Tsachy Weissman
+	SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory	2020	Paria Rashidinejad Jiantao Jiao Stuart Russell
+ PDF Chat	On estimation of $$L_{r}$$-norms in Gaussian white noise models	2020	Yanjun Han Jiantao Jiao Rajarshi Mukherjee
+ PDF Chat	When does the Tukey Median work?	2020	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+	Deconstructing Generative Adversarial Networks	2020	Banghua Zhu Jiantao Jiao David Tse
+ PDF Chat	Bias Correction With Jackknife, Bootstrap, and Taylor Series	2020	Jiantao Jiao Yanjun Han
+	When does the Tukey median work?	2020	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+	Robust estimation via generalized quasi-gradients	2020	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+	Toward the Fundamental Limits of Imitation Learning	2020	Nived Rajaraman Lin F. Yang Jiantao Jiao Ramachandran Kannan
+	SLIP: Learning to predict in unknown dynamical systems with long-term memory	2020	Paria Rashidinejad Jiantao Jiao Stuart Russell
+	Toward the Fundamental Limits of Imitation Learning	2020	Nived Rajaraman Lin F. Yang Jiantao Jiao Kannan Ramchandran
+	SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory	2020	Paria Rashidinejad Jiantao Jiao Stuart Russell
+	Concentration inequalities for the empirical distribution of discrete distributions: beyond the method of types	2019	Jay Mardia Jiantao Jiao Ervin Tánczos Robert D. Nowak Tsachy Weissman
+ PDF Chat	Estimating the Fundamental Limits is Easier Than Achieving the Fundamental Limits	2019	Jiantao Jiao Yanjun Han Irena Fischer-Hwang Tsachy Weissman
+	Deconstructing Generative Adversarial Networks	2019	Banghua Zhu Jiantao Jiao David Tse
+	Theoretically Principled Trade-off between Robustness and Accuracy	2019	Hongyang Zhang Yaodong Yu Jiantao Jiao Eric P. Xing Laurent El Ghaoui Michael I. Jordan
+	Generalized Resilience and Robust Statistics	2019	Banghua Zhu Jiantao Jiao Jacob Steinhardt
+	Barracuda: The Power of $\ell$-polling in Proof-of-Stake Blockchains	2019	Giulia Fanti Jiantao Jiao Ashok Vardhan Makkuva Sewoong Oh Ranvir Rana Pramod Viswanath
+	Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance	2018	Yanjun Han Jiantao Jiao Tsachy Weissman
+	Minimax Estimation of the <inline-formula> <tex-math notation="LaTeX">$L_{1}$ </tex-math> </inline-formula> Distance	2018	Jiantao Jiao Yanjun Han Tsachy Weissman
+ PDF Chat	Minimax Redundancy for Markov Chains with Large State Space	2018	Kedar Tatwawadi Jiantao Jiao Tsachy Weissman
+	Minimax redundancy for Markov chains with large state space.	2018	Kedar Tatwawadi Jiantao Jiao Tsachy Weissman
+	Mutual Information, Relative Entropy and Estimation Error in Semi-Martingale Channels	2018	Jiantao Jiao Kartik Venkat Tsachy Weissman
+	Entropy Rate Estimation for Markov Chains with Large State Space.	2018	Yanjun Han Jiantao Jiao Chuan-Zheng Lee Tsachy Weissman Yihong Wu Tiancheng Yu
+ PDF Chat	Generalizations of maximal inequalities to arbitrary selection rules	2018	Jiantao Jiao Yanjun Han Tsachy Weissman
+	Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance	2018	Yanjun Han Jiantao Jiao Tsachy Weissman
+	Concentration Inequalities for the Empirical Distribution	2018	Jay Mardia Jiantao Jiao Ervin Tánczos Robert D. Nowak Tsachy Weissman
+	Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures	2018	Hongyang Zhang Susu Xu Jiantao Jiao Pengtao Xie Ruslan Salakhutdinov Eric P. Xing
+	Entropy Rate Estimation for Markov Chains with Large State Space	2018	Yanjun Han Jiantao Jiao Chuan-Zheng Lee Tsachy Weissman Yihong Wu Tiancheng Yu
+	The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal	2018	Jiantao Jiao Weihao Gao Yanjun Han
+	Minimax redundancy for Markov chains with large state space	2018	Kedar Tatwawadi Jiantao Jiao Tsachy Weissman
+ PDF Chat	Maximum Likelihood Estimation of Functionals of Discrete Distributions	2017	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+ PDF Chat	Dependence measures bounding the exploration bias for general measurements	2017	Jiantao Jiao Yanjun Han Tsachy Weissman
+	Relations Between Information and Estimation in Discrete-Time Lévy Channels	2017	Jiantao Jiao Kartik Venkat Tsachy Weissman
+	Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits	2017	Jiantao Jiao Yanjun Han Irena Fischer-Hwang Tsachy Weissman
+	Generalizations of Maximal Inequalities to Arbitrary Selection Rules	2017	Jiantao Jiao Yanjun Han Tsachy Weissman
+	Bias Correction with Jackknife, Bootstrap, and Taylor Series	2017	Jiantao Jiao Yanjun Han
+	Optimal rates of entropy estimation over Lipschitz balls	2017	Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu
+	The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal	2017	Jiantao Jiao Weihao Gao Yanjun Han
+	Approximate Profile Maximum Likelihood	2017	Dmitri S. Pavlichin Jiantao Jiao Tsachy Weissman
+	Mutual Information, Relative Entropy and Estimation Error in Semi-martingale Channels	2017	Jiantao Jiao Kartik Venkat Tsachy Weissman
+ PDF Chat	Mutual information, relative entropy and estimation error in semi-martingale channels	2016	Jiantao Jiao Kartik Venkat Tsachy Weissman
+ PDF Chat	Minimax estimation of the L<inf>1</inf> distance	2016	Jiantao Jiao Yanjun Han Tsachy Weissman
+	Minimax Estimation of KL Divergence between Discrete Distributions.	2016	Yanjun Han Jiantao Jiao Tsachy Weissman
+	Dependence Measures Bounding the Exploration Bias for General Measurements	2016	Jiantao Jiao Yanjun Han Tsachy Weissman
+	Minimax Rate-optimal Estimation of KL Divergence between Discrete Distributions.	2016	Yanjun Han Jiantao Jiao Tsachy Weissman
+	Demystifying ResNet	2016	Sihan Li Jiantao Jiao Yanjun Han Tsachy Weissman
+ PDF Chat	Minimax Estimation of Discrete Distributions Under <inline-formula> <tex-math notation="LaTeX">$\ell _{1}$ </tex-math></inline-formula> Loss	2015	Yanjun Han Jiantao Jiao Tsachy Weissman
+ PDF Chat	Justification of Logarithmic Loss via the Benefit of Side Information	2015	Jiantao Jiao Thomas A. Courtade Kartik Venkat Tsachy Weissman
+	Minimax estimation of information measures	2015	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+ PDF Chat	Does dirichlet prior smoothing solve the Shannon entropy estimation problem?	2015	Yanjun Han Jiantao Jiao Tsachy Weissman
+ PDF Chat	Adaptive estimation of Shannon entropy	2015	Yanjun Han Jiantao Jiao Tsachy Weissman
+ PDF Chat	Minimax Estimation of Functionals of Discrete Distributions	2015	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+ PDF Chat	Does Dirichlet Prior Smoothing Solve the Shannon Entropy Estimation Problem	2015	Yanjun Han Jiantao Jiao Tsachy Weissman
+	Adaptive Estimation of Shannon Entropy	2015	Yanjun Han Jiantao Jiao Tsachy Weissman
+ PDF Chat	Information Measures: The Curious Case of the Binary Alphabet	2014	Jiantao Jiao Thomas A. Courtade Albert No Kartik Venkat Tsachy Weissman
+ PDF Chat	An extremal inequality for long Markov chains	2014	Thomas A. Courtade Jiantao Jiao
+	Non-asymptotic Theory for the Plug-in Rule in Functional Estimation	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+	Order-Optimal Estimation of Functionals of Discrete Distributions.	2014	Jiantao Jiao Kartik Venkat Tsachy Weissman
+ PDF Chat	Justification of logarithmic loss via the benefit of side information	2014	Jiantao Jiao Thomas A. Courtade Kartik Venkat Tsachy Weissman
+	Beyond Maximum Likelihood: from Theory to Practice	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+	Minimax Estimation of Discrete Distributions under $\ell_1$ Loss	2014	Yanjun Han Jiantao Jiao Tsachy Weissman
+	An Extremal Inequality for Long Markov Chains	2014	Thomas A. Courtade Jiantao Jiao
+	On an Extremal Data Processing Inequality for long Markov Chains	2014	Thomas A. Courtade Jiantao Jiao Tsachy Weissman
+	Minimax Estimation of Functionals of Discrete Distributions	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+	Relations between Information and Estimation in Discrete-Time Lévy Channels	2014	Jiantao Jiao Kartik Venkat Tsachy Weissman
+	Maximum Likelihood Estimation of Functionals of Discrete Distributions	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman
+ PDF Chat	Universal Estimation of Directed Information	2013	Jiantao Jiao Haim H. Permuter Lei Zhao Young-Han Kim Tsachy Weissman
+ PDF Chat	Minimax-Optimal Bounds for Detectors Based on Estimated Prior Probabilities	2012	Jiantao Jiao Lin Zhang Robert D. Nowak
+	Bioequivalence assessment of metformin hydrochloride using a limited sampling strategy	2011	Lu Chen Jiantao Jiao C L Zhang Jinfeng Lou C X Liu

Common Coauthors

Coauthor	Papers Together
Tsachy Weissman	48
Yanjun Han	37
Banghua Zhu	34
Kartik Venkat	16
Michael I. Jordan	15
Paria Rashidinejad	9
Kannan Ramchandran	7
Thomas A. Courtade	6
Jacob Steinhardt	6
Nived Rajaraman	6
Stuart Russell	5
Yihong Wu	4
Stuart Russell	4
Zhengyuan Zhou	3
Ziao Wang	3
Lin F. Yang	3
Christina Baek	3
Nadim Ghaddar	3
Kedar Tatwawadi	3
Joseph E. Gonzalez	3
Cong Ma	3
David Tse	3
Yuandong Tian	3
Yuexiang Zhai	3
Lele Wang	3
Zhaoran Wang	2
Zhuoran Yang	2
Wei Zhan	2
Hanlin Zhu	2
Chen Tang	2
Tianhao Wu	2
Yanjun Han	2
Eric P. Xing	2
Ervin Tánczos	2
Tianjun Zhang	2
Hanlin Zhu	2
Başak Güler	2
Jason Weston	2
Irena Fischer-Hwang	2
Tiancheng Yu	2
Cong Ma	2
Weihao Gao	2
Sainbayar Sukhbaatar	2
Masayoshi Tomizuka	2
Martin J. Wainwright	2
Tianhao Wu	2
Weizhe Yuan	2
Yuandong Tian	2
Baihe Huang	2
Chuan-Zheng Lee	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Minimax Rates of Entropy Estimation on Large Alphabets via Best Polynomial Approximation	2016	Yihong Wu Pengkun Yang	21
+ PDF Chat	Minimax Estimation of Functionals of Discrete Distributions	2015	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman	21
+	Estimating the unseen	2011	Gregory Valiant Paul Valiant	20
+	Introduction to Nonparametric Estimation	2008	Alexandre B. Tsybakov	19
+	Moduli of Smoothness	1987	Z. Ditzian Вилмос Тотик	15
+	Concentration inequalities : a non asymptotic theory of independence	2013	Stéphane Boucheron Gábor Lugosi Pascal Massart	15
+	Probability and Computing: Randomized Algorithms and Probabilistic Analysis	2005	Michael Mitzenmacher Eli Upfal	14
+ PDF Chat	Maximum Likelihood Estimation of Functionals of Discrete Distributions	2017	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman	14
+	Minimax Estimation of Divergences Between Discrete Distributions	2020	Yanjun Han Jiantao Jiao Tsachy Weissman	13
+ PDF Chat	Testing composite hypotheses, Hermite polynomials and optimal estimation of a nonsmooth functional	2011	Tommaso Cai Mark G. Low	11
+	Beyond Maximum Likelihood: from Theory to Practice	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman	11
+ PDF Chat	Minimax Estimation of Discrete Distributions Under <inline-formula> <tex-math notation="LaTeX">$\ell _{1}$ </tex-math></inline-formula> Loss	2015	Yanjun Han Jiantao Jiao Tsachy Weissman	9
+	Minimax Estimation of the <inline-formula> <tex-math notation="LaTeX">$L_{1}$ </tex-math> </inline-formula> Distance	2018	Jiantao Jiao Yanjun Han Tsachy Weissman	9
+	Minimax rates of entropy estimation on large alphabets via best polynomial approximation	2014	Yihong Wu Pengkun Yang	9
+	Bernstein polynomials and learning theory	2004	Dietrich Braess Thomas Sauer	8
+ PDF Chat	Robust covariance and scatter matrix estimation under Huber’s contamination model	2018	Mengjie Chen Chao Gao Zhao Ren	8
+ PDF Chat	The "Automatic" Robustness of Minimum Distance Functionals	1988	David L. Donoho Richard C. Liu	8
+	Bias reduction by taylor series<sup>∗</sup>	1987	Christopher S. Withers	7
+	Chebyshev polynomials, moment matching, and optimal estimation of the unseen	2015	Yihong Wu Pengkun Yang	7
+ PDF Chat	Robust Regression: Asymptotics, Conjectures and Monte Carlo	1973	Peter J. Huber	7
+	Minimax and Adaptive Inference in Nonparametric Function Estimation	2012	Tommaso Cai	7
+ PDF Chat	On estimation of the L r norm of a regression function	1999	Oleg Lepski Arkadi Nemirovski Vladimir Spokoiny	7
+ PDF Chat	Minimax estimation of the L<inf>1</inf> distance	2016	Jiantao Jiao Yanjun Han Tsachy Weissman	6
+ PDF Chat	On the Estimation of Quadratic Functionals	1991	Jianqing Fan	6
+ PDF Chat	Estimation of Integral Functionals of a Density	1995	Lucien Birgé Pascal Massart	6
+	On the bias of information estimates.	1969	A. G. Carlton	6
+ PDF Chat	Robust Estimators in High-Dimensions Without the Computational Intractability	2019	Ilias Diakonikolas Gautam Kamath Daniel M. Kane Jerry Li Ankur Moitra Alistair Stewart	6
+ PDF Chat	Nonquadratic estimators of a quadratic functional	2005	Tommaso Cai Mark G. Low	6
+ PDF Chat	The influence function and maximum bias of Tukey's median	2002	Zhiqiang Chen David E. Tyler	6
+ PDF Chat	Closed Form Summation for Classical Distributions: Variations on a Theme of De Moivre	1991	Persi Diaconis S. L. Zabell	6
+	Some worst-case bounds for Bayesian estimators of discrete distributions	2013	Steffen Schober	6
+	Variational Minimax Estimation of Discrete Distributions under KL Loss	2004	Liam Paninski	6
+	Bayes' estimators of generalized entropies	1998	Dirk Holste Ivo Große Hanspeter Herzel	6
+	Minimax quadratic estimation of a quadratic functional	1990	David L. Donoho Michael Nussbaum	6
+ PDF Chat	Mutual Information and Minimum Mean-Square Error in Gaussian Channels	2005	Dongning Guo Shlomo Shamai Sergio Verdú	5
+	Generalized Resilience and Robust Statistics	2019	Banghua Zhu Jiantao Jiao Jacob Steinhardt	5
+ PDF Chat	Breakdown Properties of Location Estimates Based on Halfspace Depth and Projected Outlyingness	1992	David L. Donoho Miriam Gasko	5
+	Entropy Inference and the James-Stein Estimator, with Application to Nonlinear Gene Association Networks	2009	Jean Hausser Korbinian Strimmer	5
+ PDF Chat	Adaptive estimation of Shannon entropy	2015	Yanjun Han Jiantao Jiao Tsachy Weissman	5
+ PDF Chat	Renyi entropy of the XY spin chain	2007	Fabio Franchini A. R. Its V. E. Korepin	5
+	On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities	2015	Vladimir Vapnik Alexey Chervonenkis	5
+	Finite sample corrections to entropy and dimension estimates	1988	Peter Grassberger	5
+	A sharp estimate of the binomial mean absolute deviation with applications	2013	Daniel Berend Aryeh Kontorovich	5
+	Approximation by Bernstein Polynomials	1994	Вилмос Тотик	5
+	On the estimation of entropy	1993	Peter Hall Sally C. Morton	5
+	Sample complexity of the distinct elements problem	2016	Yihong Wu Pengkun Yang	5
+	Estimating Entropy on&lt;tex&gt;$m$&lt;/tex&gt;Bins Given Fewer Than&lt;tex&gt;$m$&lt;/tex&gt;Samples	2004	Liam Paninski	5
+	Non-asymptotic Theory for the Plug-in Rule in Functional Estimation	2014	Jiantao Jiao Kartik Venkat Yanjun Han Tsachy Weissman	5
+	Ideal spatial adaptation by wavelet shrinkage	1994	David L. Donoho Iain M. Johnstone	5
+ PDF Chat	A characterization of limiting distributions of regular estimates	1970	Jaroslav H�jek	5