Direct Estimation of Information Divergence Using Nearest Neighbor
Ratios

Direct Estimation of Information Divergence Using Nearest Neighbor Ratios

17 February 2017

Kevin R. Moon

Salimeh Yasaei Sekeh

Papers citing "Direct Estimation of Information Divergence Using Nearest Neighbor Ratios"

5 / 5 papers shown

Title
Information Theoretic Structure Learning with Confidence Kevin R. Moon M. Noshad Salimeh Yasaei Sekeh Alfred Hero 41 18 0 13 Sep 2016
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation Shashank Singh Barnabás Póczós 36 59 0 28 Mar 2016
Exponential Concentration of a Density Functional Estimator Shashank Singh Barnabás Póczós 40 53 0 28 Mar 2016
Multivariate f-Divergence Estimation With Confidence Kevin R. Moon Alfred Hero 30 71 0 07 Nov 2014
Estimating divergence functionals and the likelihood ratio by convex risk minimization X. Nguyen Martin J. Wainwright Michael I. Jordan 223 803 0 04 Sep 2008