On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests

24 September 2017

Papers citing "On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests"

23 / 23 papers shown

Title
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 99 5 0 11 Aug 2024
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 120 4 0 08 Aug 2023
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 205 103 0 12 Jun 2020
A Linear-Time Kernel Goodness-of-Fit Test Wittawat Jitkrittum Wenkai Xu Z. Szabó Kenji Fukumizu Arthur Gretton 67 104 0 22 May 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 118 223 0 06 Mar 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 111 260 0 14 Nov 2016
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 104 735 0 31 May 2016
Interpretable Distribution Features with Maximum Testing Power Wittawat Jitkrittum Z. Szabó Kacper P. Chwialkowski Arthur Gretton 69 135 0 22 May 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 103 483 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 198 328 0 09 Feb 2016
A One-Sample Test for Normality with Kernel Methods Jérémie Kellner Alain Celisse 45 18 0 10 Jul 2015
Fast Two-Sample Testing with Analytic Representations of Probability Measures Kacper P. Chwialkowski Aaditya Ramdas Dino Sejdinovic Arthur Gretton 61 154 0 15 Jun 2015
Training generative neural networks via Maximum Mean Discrepancy optimization Gintare Karolina Dziugaite Daniel M. Roy Zoubin Ghahramani GAN 84 530 0 14 May 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 105 847 0 10 Feb 2015
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 215 685 0 25 Jul 2012
The two-sample problem for Poisson processes: adaptive tests with a non-asymptotic wild bootstrap approach M. Fromont Béatrice Laurent Patricia Reynaud-Bouret 79 33 0 15 Mar 2012
The Multivariate Watson Distribution: Maximum-Likelihood Estimation and other Aspects S. Sra D. Karp 57 77 0 22 Apr 2011
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 530 0 03 Mar 2010
On combinatorial testing problems L. Addario-Berry N. Broutin Luc Devroye Gábor Lugosi 115 114 0 24 Aug 2009
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 208 745 0 30 Jul 2009
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 231 2,360 0 15 May 2008
Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaïd Harchaoui Francis R. Bach Eric Moulines 109 118 0 07 Apr 2008
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 271 2,599 0 28 Mar 2008