Analysis of k-Nearest Neighbor Distances with Application to Entropy
Estimation

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Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation

28 March 2016

Barnabás Póczós

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Papers citing "Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation"

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Title
Trajectory Inference via Mean-field Langevin in Path Space Lénaïc Chizat Stephen X. Zhang Matthieu Heitz Geoffrey Schiebinger 81 26 0 14 May 2022
A Unified View of cGANs with and without Classifiers Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 55 10 0 01 Nov 2021
f-IRL: Inverse Reinforcement Learning via State Marginal Matching Tianwei Ni Harshit S. Sikchi Yufei Wang Tejus Gupta Lisa Lee Benjamin Eysenbach 84 73 0 09 Nov 2020
No MCMC for me: Amortized sampling for fast and stable training of energy-based models Will Grathwohl Jacob Kelly Milad Hashemi Mohammad Norouzi Kevin Swersky David Duvenaud 120 72 0 08 Oct 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 62 6 0 04 May 2020
Statistical estimation of the Kullback-Leibler divergence A. Bulinski Denis Dimitrov 60 18 0 29 Jun 2019
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 48 13 0 23 Apr 2018
Nonparanormal Information Estimation Shashank Singh Barnabás Póczós 134 20 0 24 Feb 2017
Specific Differential Entropy Rate Estimation for Continuous-Valued Time Series David M. Darmon 45 20 0 08 Jun 2016
Efficient multivariate entropy estimation via $k$ -nearest neighbour distances Thomas B. Berrett R. Samworth M. Yuan 147 126 0 01 Jun 2016