Hilbert space embeddings and metrics on probability measures

Hilbert space embeddings and metrics on probability measures

30 July 2009

Bharath K. Sriperumbudur

Bernhard Schölkopf

Gert R. G. Lanckriet

Papers citing "Hilbert space embeddings and metrics on probability measures"

17 / 17 papers shown

Title
Kernel Quantile Embeddings and Associated Probability Metrics Masha Naslidnyk Siu Lun Chau F. Briol Krikamol Muandet 70 0 0 26 May 2025
Optimal Online Change Detection via Random Fourier Features Florian Kalinke Shakeel Gavioli-Akilagun 54 0 0 23 May 2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 136 0 0 01 Apr 2025
Beyond IID: data-driven decision-making in heterogeneous environments Omar Besbes Will Ma Omar Mouchtaki 95 8 0 03 Jan 2025
Ergodic Trajectory Optimization on Generalized Domains Using Maximum Mean Discrepancy Christian Hughes Houston Warren Darrick Lee Fabio Ramos Ian Abraham 87 1 0 14 Oct 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 99 5 0 11 Aug 2024
Efficient and Accurate Explanation Estimation with Distribution Compression Hubert Baniecki Giuseppe Casalicchio Bernd Bischl Przemyslaw Biecek FAtt 96 4 0 26 Jun 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 117 2 0 19 Mar 2024
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 120 4 0 08 Aug 2023
Targeted Separation and Convergence with Kernel Discrepancies Alessandro Barp Carl-Johann Simon-Gabriel Mark Girolami Lester W. Mackey 96 15 0 26 Sep 2022
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection Florian Kalinke Marco Heyden Edouard Fouché Klemens Bohm Klemens Böhm 205 1 0 25 May 2022
Composite Goodness-of-fit Tests with Kernels Oscar Key Arthur Gretton F. Briol T. Fernandez 78 16 0 19 Nov 2021
Minimax Estimation of Kernel Mean Embeddings Ilya O. Tolstikhin Bharath K. Sriperumbudur Krikamol Muandet 50 86 0 13 Feb 2016
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 530 0 03 Mar 2010
Kernel dimension reduction in regression Kenji Fukumizu Francis R. Bach Michael I. Jordan 217 313 0 13 Aug 2009
Estimating divergence functionals and the likelihood ratio by convex risk minimization X. Nguyen Martin J. Wainwright Michael I. Jordan 223 803 0 04 Sep 2008
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 231 2,360 0 15 May 2008