On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives

7 September 2019

Papers citing "On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives"

11 / 11 papers shown

Title
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 120 4 0 08 Aug 2023
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests Krishnakumar Balasubramanian Tong Li M. Yuan 51 28 0 24 Sep 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
Kernel-based Tests for Joint Independence Niklas Pfister Peter Buhlmann Bernhard Schölkopf J. Peters 49 186 0 01 Mar 2016
Distinguishing cause from effect using observational data: methods and benchmarks Joris M. Mooij J. Peters Dominik Janzing Jakob Zscheischler Bernhard Schölkopf CML 117 138 0 11 Dec 2014
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 103 569 0 26 Sep 2013
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
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
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 269 2,598 0 28 Mar 2008