Targeted Separation and Convergence with Kernel Discrepancies

Targeted Separation and Convergence with Kernel Discrepancies

26 September 2022

Alessandro Barp

Carl-Johann Simon-Gabriel

Lester W. Mackey

Papers citing "Targeted Separation and Convergence with Kernel Discrepancies"

14 / 14 papers shown

Title
General reproducing properties in RKHS with application to derivative and integral operators Fatima-Zahrae El-Boukkouri Josselin Garnier Olivier Roustant 39 0 0 20 Mar 2025
A Unified View of Optimal Kernel Hypothesis Testing Antonin Schrab 41 1 0 10 Mar 2025
A Practical Introduction to Kernel Discrepancies: MMD, HSIC & KSD Antonin Schrab 33 1 0 04 Mar 2025
Sequential Kernelized Stein Discrepancy Diego Martinez-Taboada Aaditya Ramdas 26 0 0 26 Sep 2024
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent Krishnakumar Balasubramanian Sayan Banerjee Promit Ghosal 23 2 0 13 Sep 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 62 4 0 11 Aug 2024
Stein $Π$ -Importance Sampling Congye Wang Ye Chen Heishiro Kanagawa Chris J. Oates 16 2 0 17 May 2023
Coordinating Distributed Example Orders for Provably Accelerated Training A. Feder Cooper Wentao Guo Khiem Pham Tiancheng Yuan Charlie F. Ruan Yucheng Lu Chris De Sa 16 5 0 02 Feb 2023
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi Lester W. Mackey 8 18 0 17 Nov 2022
Minimum Kernel Discrepancy Estimators Chris J. Oates 17 9 0 28 Oct 2022
A Fourier representation of kernel Stein discrepancy with application to Goodness-of-Fit tests for measures on infinite dimensional Hilbert spaces George Wynne Mikolaj Kasprzak Andrew B. Duncan 17 3 0 09 Jun 2022
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 51 62 0 29 Sep 2019
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 66 204 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 86 304 0 09 Feb 2016