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Spectral Regularized Kernel Goodness-of-Fit Tests

8 August 2023

Omar Hagrass

Bharath K. Sriperumbudur

Bing Li

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Papers citing "Spectral Regularized Kernel Goodness-of-Fit Tests"

21 / 21 papers shown

Title
Optimal Online Change Detection via Random Fourier Features Florian Kalinke Shakeel Gavioli-Akilagun 57 0 0 23 May 2025
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 104 5 0 11 Aug 2024
Nyström Kernel Stein Discrepancy Florian Kalinke Zoltan Szabo Bharath K. Sriperumbudur 98 1 0 12 Jun 2024
Kernelized Cumulants: Beyond Kernel Mean Embeddings Patric Bonnier Harald Oberhauser Zoltan Szabo 68 6 0 29 Jan 2023
Spectral Regularized Kernel Two-Sample Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 54 15 0 19 Dec 2022
MMD Aggregated Two-Sample Test Antonin Schrab Ilmun Kim Mélisande Albert Béatrice Laurent Benjamin Guedj Arthur Gretton 74 58 0 28 Oct 2021
fasano.franceschini.test: An Implementation of a Multidimensional KS Test in R Connor H. Puritz Elan Ness-Cohn Rosemary I Braun TTA 35 5 0 19 Jun 2021
Minimax optimality of permutation tests Ilmun Kim Sivaraman Balakrishnan Larry A. Wasserman 63 48 0 30 Mar 2020
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives Tong Li M. Yuan 48 44 0 07 Sep 2019
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests Krishnakumar Balasubramanian Tong Li M. Yuan 65 28 0 24 Sep 2017
Approximate Kernel PCA Using Random Features: Computational vs. Statistical Trade-off Bharath K. Sriperumbudur Nicholas Sterge 59 22 0 20 Jun 2017
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 124 747 0 31 May 2016
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions Carl-Johann Simon-Gabriel Bernhard Schölkopf 65 93 0 18 Apr 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 110 486 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 213 328 0 09 Feb 2016
Randomized sketches for kernels: Fast and optimal non-parametric regression Yun Yang Mert Pilanci Martin J. Wainwright 93 174 0 25 Jan 2015
On the optimal estimation of probability measures in weak and strong topologies Bharath K. Sriperumbudur OT 133 66 0 30 Oct 2013
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 531 0 03 Mar 2010
Regularization in kernel learning S. Mendelson Joe Neeman 338 145 0 13 Jan 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
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 239 2,365 0 15 May 2008