Learning Kernel Tests Without Data Splitting

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Learning Kernel Tests Without Data Splitting

3 June 2020

Jonas M. Kubler

Wittawat Jitkrittum

Bernhard Schölkopf

Krikamol Muandet

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Papers citing "Learning Kernel Tests Without Data Splitting"

16 / 16 papers shown

Title
A Unified Data Representation Learning for Non-parametric Two-sample Testing Xunye Tian Liuhua Peng Zhijian Zhou Mingming Gong Feng Liu Feng Liu 115 0 0 30 Nov 2024
Learning Deep Kernels for Non-Parametric Independence Testing Nathaniel Xu Feng Liu Danica J. Sutherland BDL 85 0 0 10 Sep 2024
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 53 1 0 09 Oct 2023
Towards Practicable Sequential Shift Detectors Oliver Cobb A. V. Looveren 59 0 0 27 Jul 2023
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting Felix Biggs Antonin Schrab Arthur Gretton 93 21 0 14 Jun 2023
Boosting the Power of Kernel Two-Sample Tests Anirban Chatterjee B. Bhattacharya 70 3 0 21 Feb 2023
Compress Then Test: Powerful Kernel Testing in Near-linear Time Carles Domingo-Enrich Raaz Dwivedi Lester W. Mackey 141 10 0 14 Jan 2023
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 111 31 0 18 Jun 2022
AutoML Two-Sample Test Jonas M. Kubler Vincent Stimper Simon Buchholz Krikamol Muandet Bernhard Schölkopf 75 17 0 17 Jun 2022
Collaborative likelihood-ratio estimation over graphs Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 67 1 0 28 May 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj Arthur Gretton 116 19 0 02 Feb 2022
MMD Aggregated Two-Sample Test Antonin Schrab Ilmun Kim Mélisande Albert Béatrice Laurent Benjamin Guedj Arthur Gretton 102 58 0 28 Oct 2021
Standardisation-function Kernel Stein Discrepancy: A Unifying View on Kernel Stein Discrepancy Tests for Goodness-of-fit Wenkai Xu 70 4 0 23 Jun 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data Feng Liu Wenkai Xu Jie Lu Danica J. Sutherland 84 24 0 14 Jun 2021
Neural Tangent Kernel Maximum Mean Discrepancy Xiuyuan Cheng Yao Xie 60 21 0 06 Jun 2021
A Witness Two-Sample Test Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 84 20 0 10 Feb 2021