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A Witness Two-Sample Test

10 February 2021

Papers citing "A Witness Two-Sample Test"

20 / 20 papers shown

Title
Nyström Kernel Mean Embeddings Antoine Chatalic Nicolas Schreuder Alessandro Rudi Lorenzo Rosasco 106 23 0 31 Jan 2022
MMD Aggregated Two-Sample Test Antonin Schrab Ilmun Kim Mélisande Albert Béatrice Laurent Benjamin Guedj Arthur Gretton 93 58 0 28 Oct 2021
Kernel methods through the roof: handling billions of points efficiently Giacomo Meanti Luigi Carratino Lorenzo Rosasco Alessandro Rudi 90 116 0 18 Jun 2020
Learning Kernel Tests Without Data Splitting Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 65 23 0 03 Jun 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests Feng Liu Wenkai Xu Jie Lu Guangquan Zhang Arthur Gretton Danica J. Sutherland 86 188 0 21 Feb 2020
Two-sample Testing Using Deep Learning Matthias Kirchler S. Khorasani Marius Kloft C. Lippert 72 38 0 14 Oct 2019
Classification Logit Two-sample Testing by Neural Networks Xiuyuan Cheng A. Cloninger 72 33 0 25 Sep 2019
Two-Sample Test Based on Classification Probability H. Cai Bryan Goggin Qingtang Jiang OOD 72 14 0 17 Sep 2019
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives Tong Li M. Yuan 50 44 0 07 Sep 2019
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests Krishnakumar Balasubramanian Tong Li M. Yuan 67 28 0 24 Sep 2017
FALKON: An Optimal Large Scale Kernel Method Alessandro Rudi Luigi Carratino Lorenzo Rosasco 83 196 0 31 May 2017
Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy Danica J. Sutherland H. Tung Heiko Strathmann Soumyajit De Aaditya Ramdas Alex Smola Arthur Gretton 117 263 0 14 Nov 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 194 406 0 20 Oct 2016
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 128 64 0 31 May 2016
Interpretable Distribution Features with Maximum Testing Power Wittawat Jitkrittum Z. Szabó Kacper P. Chwialkowski Arthur Gretton 97 135 0 22 May 2016
Classification accuracy as a proxy for two sample testing Ilmun Kim Aaditya Ramdas Aarti Singh Larry A. Wasserman 74 76 0 06 Feb 2016
Fast Two-Sample Testing with Analytic Representations of Probability Measures Kacper P. Chwialkowski Aaditya Ramdas Dino Sejdinovic Arthur Gretton 81 155 0 15 Jun 2015
The two-sample problem for Poisson processes: adaptive tests with a non-asymptotic wild bootstrap approach M. Fromont Béatrice Laurent Patricia Reynaud-Bouret 86 33 0 15 Mar 2012
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 219 747 0 30 Jul 2009
Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaïd Harchaoui Francis R. Bach Eric Moulines 136 119 0 07 Apr 2008