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"

29 / 29 papers shown

Title
ReLU integral probability metric and its applications Yuha Park Kunwoong Kim Insung Kong Yongdai Kim 93 0 0 26 Apr 2025
Robust Kernel Hypothesis Testing under Data Corruption Antonin Schrab Ilmun Kim 103 4 0 30 May 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 67 0 0 09 May 2024
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 73 8 0 22 Feb 2024
Density estimation using the perceptron P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun 73 0 0 29 Dec 2023
Kernel-Based Tests for Likelihood-Free Hypothesis Testing P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun VLM 55 2 0 17 Aug 2023
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 136 4 0 08 Aug 2023
Minimax optimal testing by classification P. R. Gerber Yanjun Han Yury Polyanskiy 77 3 0 19 Jun 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
Spectral Regularized Kernel Two-Sample Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 75 15 0 19 Dec 2022
Online Kernel CUSUM for Change-Point Detection S. Wei Yao Xie 99 12 0 28 Nov 2022
A Permutation-free Kernel Two-Sample Test S. Shekhar Ilmun Kim Aaditya Ramdas 77 24 0 27 Nov 2022
Likelihood-free hypothesis testing P. R. Gerber Yury Polyanskiy 77 7 0 02 Nov 2022
Discussion of `Multiscale Fisher's Independence Test for Multivariate Dependence' Antonin Schrab Wittawat Jitkrittum Zoltan Szabo Dino Sejdinovic Arthur Gretton 97 0 0 22 Jun 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 111 31 0 18 Jun 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj Arthur Gretton 118 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
Chi-squared test for hypothesis testing of homogeneity Mikhail Ermakov 21 0 0 26 Aug 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 126 75 0 04 Jul 2021
Self-Supervised Metric Learning in Multi-View Data: A Downstream Task Perspective Shulei Wang SSL 60 3 0 14 Jun 2021
Kernel Two-Sample Tests for Manifold Data Xiuyuan Cheng Yao Xie 43 9 0 07 May 2021
A Witness Two-Sample Test Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 88 20 0 10 Feb 2021
Dimension-agnostic inference using cross U-statistics Ilmun Kim Aaditya Ramdas 129 19 0 10 Nov 2020
High-Dimensional Non-Parametric Density Estimation in Mixed Smooth Sobolev Spaces Liang Ding Lu Zou Wei Cao Shahin Shahrampour Rui Tuo 13 4 0 05 Jun 2020
Optimal rates for independence testing via $U$ -statistic permutation tests Thomas B. Berrett Ioannis Kontoyiannis R. Samworth 62 26 0 15 Jan 2020
Minimax Nonparametric Two-sample Test under Smoothing Xin Xing Zuofeng Shang Pang Du Ping Ma Wenxuan Zhong Jun S. Liu 49 3 0 06 Nov 2019
A new coefficient of correlation S. Chatterjee 109 259 0 23 Sep 2019
Multiscale Fisher's Independence Test for Multivariate Dependence S. Gorsky L. Ma 42 8 0 18 Jun 2018