Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators

5 June 2016

Papers citing "Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators"

12 / 12 papers shown

Title
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning Wesley A. Suttle A. Suresh Carlos Nieto-Granda OffRL 97 0 0 06 Feb 2025
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 26 2 0 22 Nov 2023
Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks M. Reh M. Gärttner 27 8 0 04 Jun 2022
Indirect Active Learning Shashank Singh 18 0 0 03 Jun 2022
Mutual Information Gradient Estimation for Representation Learning Liangjiang Wen Yiji Zhou Lirong He Mingyuan Zhou Zenglin Xu DRL SSL 33 27 0 03 May 2020
Twin Auxiliary Classifiers GAN Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 16 33 0 05 Jul 2019
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
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 11 32 0 24 Oct 2018
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
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 59 1,250 0 12 Jan 2018
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 30 73 0 06 Nov 2017
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 16 156 0 19 Sep 2017