Minimax Optimal Estimation of KL Divergence for Continuous Distributions

26 February 2020

Papers citing "Minimax Optimal Estimation of KL Divergence for Continuous Distributions"

6 / 6 papers shown

Title
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 48 53 0 05 Jun 2016
Efficient multivariate entropy estimation via $k$ -nearest neighbour distances Thomas B. Berrett R. Samworth M. Yuan 85 125 0 01 Jun 2016
Building an Evaluation Scale using Item Response Theory Yanjun Han Hao Wu Hong-ye Yu 48 42 0 28 May 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 58 138 0 11 Apr 2016
Minimax rates of entropy estimation on large alphabets via best polynomial approximation Yihong Wu Pengkun Yang 115 220 0 01 Jul 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 90 92 0 12 Feb 2014