Random Feature Stein Discrepancies

20 June 2018

Papers citing "Random Feature Stein Discrepancies"

32 / 32 papers shown

Title
Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy Elham Afzali Saman Muthukumarana Liqun Wang 37 0 0 03 Mar 2025
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 75 4 0 11 Aug 2024
Nyström Kernel Stein Discrepancy Florian Kalinke Zoltan Szabo Bharath K. Sriperumbudur 41 1 0 12 Jun 2024
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion M. Izzatullah T. Alkhalifah J. Romero M. Corrales N. Luiken M. Ravasi 34 2 0 30 Dec 2022
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi Lester W. Mackey 23 18 0 17 Nov 2022
Controlling Moments with Kernel Stein Discrepancies Heishiro Kanagawa Alessandro Barp A. Gretton Lester W. Mackey 24 8 0 10 Nov 2022
Targeted Separation and Convergence with Kernel Discrepancies Alessandro Barp Carl-Johann Simon-Gabriel Mark Girolami Lester W. Mackey 48 14 0 26 Sep 2022
Gradient-Free Kernel Stein Discrepancy Matthew A. Fisher Chris J. Oates 20 5 0 06 Jul 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj A. Gretton 30 29 0 18 Jun 2022
MixFlows: principled variational inference via mixed flows Zuheng Xu Na Chen Trevor Campbell 55 8 0 16 May 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj A. Gretton 52 17 0 02 Feb 2022
Bounding Wasserstein distance with couplings N. Biswas Lester W. Mackey 17 8 0 06 Dec 2021
Sampling with Mirrored Stein Operators Jiaxin Shi Chang-rui Liu Lester W. Mackey 45 19 0 23 Jun 2021
Standardisation-function Kernel Stein Discrepancy: A Unifying View on Kernel Stein Discrepancy Tests for Goodness-of-fit Wenkai Xu 32 4 0 23 Jun 2021
Separation Results between Fixed-Kernel and Feature-Learning Probability Metrics Carles Domingo-Enrich Youssef Mroueh 16 1 0 10 Jun 2021
Kernel Thinning Raaz Dwivedi Lester W. Mackey 26 37 0 12 May 2021
Stein's Method Meets Computational Statistics: A Review of Some Recent Developments Andreas Anastasiou Alessandro Barp F. Briol B. Ebner Robert E. Gaunt ... Qiang Liu Lester W. Mackey Chris J. Oates G. Reinert Yvik Swan 22 35 0 07 May 2021
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 24 74 0 15 Apr 2021
Active Slices for Sliced Stein Discrepancy Wenbo Gong Kaibo Zhang Yingzhen Li José Miguel Hernández-Lobato 19 8 0 05 Feb 2021
Stochastic Stein Discrepancies Jackson Gorham Anant Raj Lester W. Mackey 16 37 0 06 Jul 2020
Sliced Kernelized Stein Discrepancy Wenbo Gong Yingzhen Li José Miguel Hernández-Lobato 17 37 0 30 Jun 2020
Optimal Thinning of MCMC Output M. Riabiz W. Chen Jon Cockayne P. Swietach Steven Niederer Lester W. Mackey Chris J. Oates 11 45 0 08 May 2020
Testing Goodness of Fit of Conditional Density Models with Kernels Wittawat Jitkrittum Heishiro Kanagawa Bernhard Schölkopf 6 27 0 24 Feb 2020
Validated Variational Inference via Practical Posterior Error Bounds Jonathan H. Huggins Mikolaj Kasprzak Trevor Campbell Tamara Broderick 23 37 0 09 Oct 2019
$Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing$ Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing M. Scetbon Gaël Varoquaux 17 10 0 19 Sep 2019
Minimum $L^q$ -distance estimators for non-normalized parametric models Steffen Betsch B. Ebner B. Klar 11 9 0 30 Aug 2019
A Kernel Stein Test for Comparing Latent Variable Models Heishiro Kanagawa Wittawat Jitkrittum Lester W. Mackey Kenji Fukumizu A. Gretton 10 12 0 01 Jul 2019
Minimum Stein Discrepancy Estimators Alessandro Barp François‐Xavier Briol Andrew B. Duncan Mark Girolami Lester W. Mackey 30 90 0 19 Jun 2019
Stein Point Markov Chain Monte Carlo W. Chen Alessandro Barp François‐Xavier Briol Jackson Gorham Mark Girolami Lester W. Mackey Chris J. Oates 30 56 0 09 May 2019
Kernelized Complete Conditional Stein Discrepancy Raghav Singhal Xintian Han S. Lahlou Rajesh Ranganath 17 7 0 09 Apr 2019
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 86 222 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 107 324 0 09 Feb 2016