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

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

23 November 2017

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

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Title
High-Dimensional Smoothed Entropy Estimation via Dimensionality Reduction Kristjan Greenewald Brian Kingsbury Yuancheng Yu 86 4 0 08 May 2023
Behavior From the Void: Unsupervised Active Pre-Training Hao Liu Pieter Abbeel VLM SSL 129 206 0 08 Mar 2021
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects Zijun Gao Yanjun Han CML 91 16 0 15 Feb 2020
CCMI : Classifier based Conditional Mutual Information Estimation Sudipto Mukherjee Himanshu Asnani Sreeram Kannan VLM 127 81 0 05 Jun 2019
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 107 68 0 30 May 2019
Estimating Differential Entropy under Gaussian Convolutions Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy 63 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 87 32 0 12 Oct 2018
Rate Distortion For Model Compression: From Theory To Practice Weihao Gao Yu-Han Liu Chong-Jun Wang Sewoong Oh 86 31 0 09 Oct 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 48 13 0 23 Apr 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 106 5 0 30 Mar 2018
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 114 73 0 06 Nov 2017