Exponential Concentration of a Density Functional Estimator

28 March 2016

Papers citing "Exponential Concentration of a Density Functional Estimator"

12 / 12 papers shown

Title
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning Jize Zhang B. Kailkhura T. Y. Han UQCV 106 227 0 16 Mar 2020
CCMI : Classifier based Conditional Mutual Information Estimation Sudipto Mukherjee Himanshu Asnani Sreeram Kannan VLM 130 81 0 05 Jun 2019
Convergence Rates for Empirical Estimation of Binary Classification Bounds Salimeh Yasaei Sekeh M. Noshad Kevin R. Moon Alfred Hero 51 8 0 01 Oct 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 106 5 0 30 Mar 2018
Scalable Mutual Information Estimation using Dependence Graphs M. Noshad Yu Zeng Alfred Hero 77 73 0 27 Jan 2018
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 92 159 0 19 Sep 2017
Nonparanormal Information Estimation Shashank Singh Barnabás Póczós 136 20 0 24 Feb 2017
Direct Estimation of Information Divergence Using Nearest Neighbor Ratios M. Noshad Kevin R. Moon Salimeh Yasaei Sekeh Alfred Hero 80 45 0 17 Feb 2017
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 80 53 0 05 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 103 138 0 11 Apr 2016
Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation Shashank Singh Barnabás Póczós 72 37 0 28 Mar 2016
Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations Kirthevasan Kandasamy A. Krishnamurthy Barnabás Póczós Larry A. Wasserman J. M. Robins TDI 112 20 0 17 Nov 2014