Fast Two-Sample Testing with Analytic Representations of Probability
Measures

Fast Two-Sample Testing with Analytic Representations of Probability Measures

15 June 2015

Kacper P. Chwialkowski

Dino Sejdinovic

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Papers citing "Fast Two-Sample Testing with Analytic Representations of Probability Measures"

11 / 11 papers shown

Title
Kernel Quantile Embeddings and Associated Probability Metrics Masha Naslidnyk Siu Lun Chau F. Briol Krikamol Muandet 70 0 0 26 May 2025
Topological Signatures of Adversaries in Multimodal Alignments Minh Vu Geigh Zollicoffer Huy Mai B. Nebgen Boian S. Alexandrov Manish Bhattarai AAML 106 1 0 29 Jan 2025
Recurrent Neural Goodness-of-Fit Test for Time Series Aoran Zhang Wenbin Zhou Liyan Xie Shixiang Zhu 76 1 0 17 Oct 2024
Compress Then Test: Powerful Kernel Testing in Near-linear Time Carles Domingo-Enrich Raaz Dwivedi Lester W. Mackey 103 10 0 14 Jan 2023
Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations Anjin Liu Jie Lu Guangquan Zhang 145 15 0 09 Aug 2020
On the High-dimensional Power of Linear-time Kernel Two-Sample Testing under Mean-difference Alternatives Aaditya Ramdas Sashank J. Reddi Barnabás Póczós Aarti Singh Larry A. Wasserman 59 9 0 23 Nov 2014
FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test Ji Zhao Deyu Meng 91 98 0 12 May 2014
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 227 688 0 25 Jul 2012
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 531 0 03 Mar 2010
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 217 747 0 30 Jul 2009
Testing for Homogeneity with Kernel Fisher Discriminant Analysis Zaïd Harchaoui Francis R. Bach Eric Moulines 125 119 0 07 Apr 2008