Multivariate f-Divergence Estimation With Confidence

Multivariate f-Divergence Estimation With Confidence

7 November 2014

Kevin R. Moon

ArXiv (abs)PDF HTML

Papers citing "Multivariate f-Divergence Estimation With Confidence"

16 / 16 papers shown

Title
Lower Bounds for Rényi Differential Privacy in a Black-Box Setting T. Kutta Önder Askin Martin Dunsche 70 4 0 09 Dec 2022
Collaborative likelihood-ratio estimation over graphs Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 69 1 0 28 May 2022
Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite Imagery Trey McNeely Galen B. Vincent Kimberly M. Wood Rafael Izbicki Ann B. Lee 72 4 0 04 Feb 2022
Evaluating State-of-the-Art Classification Models Against Bayes Optimality Ryan Theisen Huan Wang Lav Varshney Caiming Xiong R. Socher 54 12 0 07 Jun 2021
Practical and Consistent Estimation of f-Divergences Paul Kishan Rubenstein Olivier Bousquet Josip Djolonga C. Riquelme Ilya O. Tolstikhin 70 45 0 27 May 2019
Convergence Rates for Empirical Estimation of Binary Classification Bounds Salimeh Yasaei Sekeh M. Noshad Kevin R. Moon Alfred Hero 48 8 0 01 Oct 2018
Minimax Estimation of Quadratic Fourier Functionals Shashank Singh Bharath K. Sriperumbudur Barnabás Póczós 106 5 0 30 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 336 2,172 0 01 Mar 2018
On $w$ -mixtures: Finite convex combinations of prescribed component distributions Frank Nielsen Richard Nock CoGe 68 11 0 02 Aug 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 70 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
The intrinsic value of HFO features as a biomarker of epileptic activity S. Gliske Kevin R. Moon W. Stacey Alfred Hero 19 14 0 13 Oct 2015
Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis Kevin R. Moon Jimmy J. Li V. Delouille R. Visscher F. Watson Alfred Hero 32 13 0 13 Mar 2015
Empirically Estimable Classification Bounds Based on a New Divergence Measure Visar Berisha A. Wisler Alfred Hero A. Spanias 101 91 0 19 Dec 2014
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 109 20 0 17 Nov 2014