A kernel Stein test of goodness of fit for sequential models

19 October 2022

Papers citing "A kernel Stein test of goodness of fit for sequential models"

19 / 19 papers shown

Title
Recurrent Neural Goodness-of-Fit Test for Time Series Aoran Zhang Wenbin Zhou Liyan Xie Shixiang Zhu 52 1 0 17 Oct 2024
Sequential Kernelized Stein Discrepancy Diego Martinez-Taboada Aaditya Ramdas 86 0 0 26 Sep 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 93 5 0 11 Aug 2024
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 53 4 0 09 Jun 2022
Gradient Estimation with Discrete Stein Operators Jiaxin Shi Yuhao Zhou Jessica Hwang Michalis K. Titsias Lester W. Mackey 52 23 0 19 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 55 35 0 07 May 2021
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data T. Fernandez Nicolás Rivera Wenkai Xu Arthur Gretton 16 15 0 19 Aug 2020
The reproducing Stein kernel approach for post-hoc corrected sampling Liam Hodgkinson R. Salomone Fred Roosta 47 27 0 25 Jan 2020
Accelerated Sampling on Discrete Spaces with Non-Reversible Markov Processes Samuel Power Jacob Vorstrup Goldman 35 31 0 10 Dec 2019
A Kernel Stein Test for Comparing Latent Variable Models Heishiro Kanagawa Wittawat Jitkrittum Lester W. Mackey Kenji Fukumizu Arthur Gretton 33 13 0 01 Jul 2019
Minimum Stein Discrepancy Estimators Alessandro Barp François‐Xavier Briol Andrew B. Duncan Mark Girolami Lester W. Mackey 45 92 0 19 Jun 2019
Stein's Method for Stationary Distributions of Markov Chains and Application to Ising Models Guy Bresler Dheeraj M. Nagaraj 33 25 0 15 Dec 2017
Informed proposals for local MCMC in discrete spaces Giacomo Zanella 50 125 0 20 Nov 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 116 223 0 06 Mar 2017
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 94 478 0 10 Feb 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 159 327 0 09 Feb 2016
Kernels for sequentially ordered data Franz J. Király Harald Oberhauser 172 134 0 29 Jan 2016
Measuring Sample Quality with Stein's Method Jackson Gorham Lester W. Mackey 93 224 0 09 Jun 2015
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 147 526 0 03 Mar 2010