Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized
Stein Discrepancy

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Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy

28 April 2023

Andrew B. Duncan

Axel Gandy

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Papers citing "Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy"

15 / 15 papers shown

Title
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 104 5 0 11 Aug 2024
Controlling Moments with Kernel Stein Discrepancies Heishiro Kanagawa Alessandro Barp Arthur Gretton Lester W. Mackey 65 9 0 10 Nov 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj Arthur Gretton 93 19 0 02 Feb 2022
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 Gesine Reinert Yvik Swan 89 35 0 07 May 2021
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 60 79 0 15 Apr 2021
A fresh take on 'Barker dynamics' for MCMC Max Hird Samuel Livingstone Giacomo Zanella 78 9 0 17 Dec 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,961 0 12 Jul 2019
A Framework for Adaptive MCMC Targeting Multimodal Distributions E. Pompe Chris Holmes K. Latuszyñski 83 59 0 06 Dec 2018
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 139 223 0 06 Mar 2017
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm Qiang Liu Dilin Wang BDL 80 1,094 0 16 Aug 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 110 486 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 213 328 0 09 Feb 2016
Measuring Sample Quality with Stein's Method Jackson Gorham Lester W. Mackey 124 225 0 09 Jun 2015
Wormhole Hamiltonian Monte Carlo Shiwei Lan J. Streets Babak Shahbaba 108 65 0 01 Jun 2013
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 531 0 03 Mar 2010