Universality, Characteristic Kernels and RKHS Embedding of Measures

3 March 2010

Papers citing "Universality, Characteristic Kernels and RKHS Embedding of Measures"

18 / 18 papers shown

Title
Autoencoding Random Forests Binh Duc Vu Jan Kapar Marvin N. Wright David S. Watson 77 0 0 27 May 2025
Kernel Quantile Embeddings and Associated Probability Metrics Masha Naslidnyk Siu Lun Chau F. Briol Krikamol Muandet 50 0 0 26 May 2025
Integral Imprecise Probability Metrics Siu Lun Chau Michele Caprio Krikamol Muandet 36 0 0 22 May 2025
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 133 0 0 02 Apr 2025
Random feature-based double Vovk-Azoury-Warmuth algorithm for online multi-kernel learning Dmitry B. Rokhlin Olga V. Gurtovaya 65 0 0 25 Mar 2025
A Markov Random Field Multi-Modal Variational AutoEncoder Fouad Oubari M. Baha Raphael Meunier Rodrigue Décatoire Mathilde Mougeot 61 0 0 18 Aug 2024
Operator-Informed Score Matching for Markov Diffusion Models Zheyang Shen Huihui Wang Marina Riabiz Chris J. Oates DiffM 85 0 0 13 Jun 2024
Submodular Framework for Structured-Sparse Optimal Transport Piyushi Manupriya Pratik Jawanpuria Karthik S. Gurumoorthy SakethaNath Jagarlapudi Bamdev Mishra OT 118 0 0 07 Jun 2024
Wasserstein Gradient Flows for Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces Viktor Stein Sebastian Neumayer Gabriele Steidl Nicolaj Rux 83 10 0 07 Feb 2024
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 52 4 0 08 Aug 2023
Nonlinear Meta-Learning Can Guarantee Faster Rates Dimitri Meunier Zhu Li Arthur Gretton Samory Kpotufe 66 6 0 20 Jul 2023
Targeted Separation and Convergence with Kernel Discrepancies Alessandro Barp Carl-Johann Simon-Gabriel Mark Girolami Lester W. Mackey 81 15 0 26 Sep 2022
Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves Rahul Singh Liyuan Xu Arthur Gretton 59 3 0 06 Nov 2021
Balanced Policy Evaluation and Learning Nathan Kallus CML OffRL 222 141 0 21 May 2017
Generalized Optimal Matching Methods for Causal Inference Nathan Kallus 95 108 0 26 Dec 2016
Minimax Estimation of Kernel Mean Embeddings Ilya O. Tolstikhin Bharath K. Sriperumbudur Krikamol Muandet 31 86 0 13 Feb 2016
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 154 741 0 30 Jul 2009
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 169 2,352 0 15 May 2008