The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal

23 November 2017

Papers citing "The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal"

10 / 10 papers shown

Title
CIM: Constrained Intrinsic Motivation for Sparse-Reward Continuous Control Xiang Zheng Xingjun Ma Cong Wang 57 1 0 28 Nov 2022
Behavior From the Void: Unsupervised Active Pre-Training Hao Liu Pieter Abbeel VLM SSL 46 195 0 08 Mar 2021
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 28 65 0 30 May 2019
Estimating Differential Entropy under Gaussian Convolutions Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy 25 11 0 27 Oct 2018
Estimating Information Flow in Deep Neural Networks Ziv Goldfeld E. Berg Kristjan Greenewald Igor Melnyk Nam H. Nguyen Brian Kingsbury Yury Polyanskiy 35 32 0 12 Oct 2018
Rate Distortion For Model Compression: From Theory To Practice Weihao Gao Yu-Han Liu Chong-Jun Wang Sewoong Oh 30 31 0 09 Oct 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 29 12 0 23 Apr 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 56 4 0 30 Mar 2018
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 52 73 0 06 Nov 2017
A simple adaptive estimator of the integrated square of a density Evarist Giné Richard Nickl 95 63 0 06 Mar 2008