Optimal rates of entropy estimation over Lipschitz balls

6 November 2017

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

10 / 10 papers shown

Title
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 26 2 0 22 Nov 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 40 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 37 17 0 12 Oct 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 28 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 21 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 25 32 0 12 Oct 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 8 7 0 23 Apr 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 28 17 0 22 Feb 2018