Optimal rates of entropy estimation over Lipschitz balls

Optimal rates of entropy estimation over Lipschitz balls

6 November 2017

Tsachy Weissman

Papers citing "Optimal rates of entropy estimation over Lipschitz balls"

11 / 11 papers shown

Title
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 33 2 0 22 Nov 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 45 6 0 25 May 2023
Information Theory with Kernel Methods Francis R. Bach 32 40 0 17 Feb 2022
Efficient Bayesian network structure learning via local Markov boundary search Ming Gao Bryon Aragam 51 17 0 12 Oct 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 33 92 0 26 Jul 2021
$Non-Asymptotic Performance Guarantees for Neural Estimation of $\mathsf{f}$-Divergences$ Non-Asymptotic Performance Guarantees for Neural Estimation of $\mathsf{f}$ -Divergences Sreejith Sreekumar Zhengxin Zhang Ziv Goldfeld FedML 32 17 0 11 Mar 2021
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 23 64 0 30 May 2019
Estimating Information Flow in Deep Neural Networks Ziv Goldfeld E. Berg Kristjan Greenewald Igor Melnyk Nam H. Nguyen Brian Kingsbury Yury Polyanskiy 30 32 0 12 Oct 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 13 12 0 23 Apr 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 33 4 0 30 Mar 2018
Entropy Rate Estimation for Markov Chains with Large State Space Yanjun Han Jiantao Jiao Chuan-Zheng Lee Tsachy Weissman Yihong Wu Tiancheng Yu OT 30 17 0 22 Feb 2018