Generalized Exponential Concentration Inequality for Rényi Divergence Estimation

28 March 2016

Papers citing "Generalized Exponential Concentration Inequality for Rényi Divergence Estimation"

16 / 16 papers shown

Title
Martingale Methods for Sequential Estimation of Convex Functionals and Divergences Tudor Manole Aaditya Ramdas 73 20 0 16 Mar 2021
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
On the Estimation of Information Measures of Continuous Distributions Georg Pichler Pablo Piantanida Günther Koliander 68 13 0 07 Feb 2020
Practical and Consistent Estimation of f-Divergences Paul Kishan Rubenstein Olivier Bousquet Josip Djolonga C. Riquelme Ilya O. Tolstikhin 66 45 0 27 May 2019
Convergence Rates for Empirical Estimation of Binary Classification Bounds Salimeh Yasaei Sekeh M. Noshad Kevin R. Moon Alfred Hero 32 8 0 01 Oct 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach S. Garg Irina Rish Guillermo Cecchi Palash Goyal Sarik Ghazarian Shuyang Gao Greg Ver Steeg Aram Galstyan 70 0 0 26 Apr 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 106 5 0 30 Mar 2018
Kernelized Hashcode Representations for Relation Extraction S. Garg Aram Galstyan Greg Ver Steeg Irina Rish Guillermo Cecchi Shuyang Gao 45 1 0 10 Nov 2017
Nonparanormal Information Estimation Shashank Singh Barnabás Póczós 134 20 0 24 Feb 2017
Direct Estimation of Information Divergence Using Nearest Neighbor Ratios M. Noshad Kevin R. Moon Salimeh Yasaei Sekeh Alfred Hero 66 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 61 37 0 28 Mar 2016
Multivariate f-Divergence Estimation With Confidence Kevin R. Moon Alfred Hero 71 71 0 07 Nov 2014
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 135 199 0 07 Nov 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 122 92 0 12 Feb 2014