Spectral regularized Kernel two-sample tests

DOI10.1214/24-aos2383MaRDI QIDQ6608681

Bharath K. Sriperumbudur, Omar Hagrass, Bing Li

Publication date: 20 September 2024

Published in: (Search for Journal in Brave)

zbMATH Keywords

adaptivityU-statisticsreproducing kernel Hilbert spacecovariance operatortwo-sample testpermutation testBernstein's inequalitymaximum mean discrepancyspectral regularization

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22) Numerical solutions of ill-posed problems in abstract spaces; regularization (65J20) Linear operators and ill-posed problems, regularization (47A52) Numerical solution to inverse problems in abstract spaces (65J22)

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