A Permutation-free Kernel Two-Sample Test

27 November 2022

Papers citing "A Permutation-free Kernel Two-Sample Test"

16 / 16 papers shown

Title
From Two Sample Testing to Singular Gaussian Discrimination Leonardo P. M. Santoro Kartik G. Waghmare V. Panaretos 31 0 0 07 May 2025
A Practical Introduction to Kernel Discrepancies: MMD, HSIC & KSD Antonin Schrab 43 1 0 04 Mar 2025
Slow rates of approximation of U-statistics and V-statistics by quadratic forms of Gaussians Kevin Han Huang Peter Orbanz 23 0 0 18 Jun 2024
Computationally efficient permutation tests for the multivariate two-sample problem based on energy distance or maximum mean discrepancy statistics Elias Chaibub Neto 17 1 0 10 Jun 2024
Robust Kernel Hypothesis Testing under Data Corruption Antonin Schrab Ilmun Kim 48 3 0 30 May 2024
Combining exchangeable p-values Matteo Gasparin Ruodu Wang Aaditya Ramdas 50 5 0 04 Apr 2024
Time-Uniform Self-Normalized Concentration for Vector-Valued Processes Justin Whitehouse Zhiwei Steven Wu Aaditya Ramdas 65 6 0 13 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 18 1 0 09 Oct 2023
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting Felix Biggs Antonin Schrab A. Gretton 17 19 0 14 Jun 2023
An Efficient Doubly-Robust Test for the Kernel Treatment Effect Diego Martinez-Taboada Aaditya Ramdas Edward H. Kennedy OOD 23 5 0 26 Apr 2023
Boosting the Power of Kernel Two-Sample Tests Anirban Chatterjee B. Bhattacharya 40 3 0 21 Feb 2023
Compress Then Test: Powerful Kernel Testing in Near-linear Time Carles Domingo-Enrich Raaz Dwivedi Lester W. Mackey 33 9 0 14 Jan 2023
A Permutation-Free Kernel Independence Test S. Shekhar Ilmun Kim Aaditya Ramdas 29 10 0 18 Dec 2022
RFFNet: Large-Scale Interpretable Kernel Methods via Random Fourier Features Mateus P. Otto Rafael Izbicki 32 1 0 11 Nov 2022
AutoML Two-Sample Test Jonas M. Kubler Vincent Stimper Simon Buchholz Krikamol Muandet Bernhard Schölkopf 19 14 0 17 Jun 2022
Dimension-agnostic inference using cross U-statistics Ilmun Kim Aaditya Ramdas 17 16 0 10 Nov 2020