A Linear-Time Kernel Goodness-of-Fit Test

22 May 2017

Papers citing "A Linear-Time Kernel Goodness-of-Fit Test"

35 / 35 papers shown

Title
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 86 4 0 11 Aug 2024
Nyström Kernel Stein Discrepancy Florian Kalinke Zoltan Szabo Bharath K. Sriperumbudur 60 1 0 12 Jun 2024
Robust Approximate Sampling via Stochastic Gradient Barker Dynamics Lorenzo Mauri Giacomo Zanella 55 3 0 14 May 2024
Exact Consistency Tests for Gaussian Mixture Filters using Normalized Deviation Squared Statistics Nisar Ahmed Luke Burks Kailah Cabral Alyssa Bekai Rose 29 2 0 29 Dec 2023
Propagating Kernel Ambiguity Sets in Nonlinear Data-driven Dynamics Models Jia-Jie Zhu 49 0 0 27 Apr 2023
Variance-Aware Estimation of Kernel Mean Embedding Geoffrey Wolfer Pierre Alquier 40 4 0 13 Oct 2022
Private independence testing across two parties Praneeth Vepakomma M. Amiri C. Canonne Ramesh Raskar Alex Pentland 42 2 0 08 Jul 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 43 30 0 18 Jun 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 47 4 0 09 Jun 2022
AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators Wenkai Xu Gesine Reinert 83 4 0 07 Mar 2022
An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings M. Scetbon Laurent Meunier Yaniv Romano 34 10 0 28 Oct 2021
Sampling with Mirrored Stein Operators Jiaxin Shi Chang-rui Liu Lester W. Mackey 56 19 0 23 Jun 2021
Standardisation-function Kernel Stein Discrepancy: A Unifying View on Kernel Stein Discrepancy Tests for Goodness-of-fit Wenkai Xu 41 4 0 23 Jun 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data Feng Liu Wenkai Xu Jie Lu Danica J. Sutherland 42 20 0 14 Jun 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 Gesine Reinert Yvik Swan 36 35 0 07 May 2021
A Stein Goodness of fit Test for Exponential Random Graph Models Wenkai Xu Gesine Reinert 34 5 0 28 Feb 2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Wei Wang Baopu Li Shuhui Yang Jing Sun Zhengming Ding Junyang Chen Xiao Dong Zhihui Wang Haojie Li 49 11 0 25 Jan 2021
Denoising Score Matching with Random Fourier Features Olga Tsymboi Yermek Kapushev Evgeny Burnaev Ivan Oseledets 44 1 0 13 Jan 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 108 190 0 12 Jan 2021
A kernel test for quasi-independence Tamara Fernández Wenkai Xu Marc Ditzhaus Arthur Gretton 36 2 0 17 Nov 2020
Testing for Normality with Neural Networks M. Simic 37 6 0 29 Sep 2020
A Kernel Two-Sample Test for Functional Data George Wynne Andrew B. Duncan 49 43 0 25 Aug 2020
Stochastic Stein Discrepancies Jackson Gorham Anant Raj Lester W. Mackey 35 37 0 06 Jul 2020
Universal Robust Regression via Maximum Mean Discrepancy Pierre Alquier Mathieu Gerber 54 15 0 01 Jun 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests Feng Liu Wenkai Xu Jie Lu Guangquan Zhang Arthur Gretton Danica J. Sutherland 29 180 0 21 Feb 2020
Minimum Stein Discrepancy Estimators Alessandro Barp François‐Xavier Briol Andrew B. Duncan Mark Girolami Lester W. Mackey 38 91 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 51 56 0 09 May 2019
Random Feature Stein Discrepancies Jonathan H. Huggins Lester W. Mackey 46 45 0 20 Jun 2018
Bayesian posterior approximation via greedy particle optimization Futoshi Futami Zhenghang Cui Issei Sato Masashi Sugiyama 40 22 0 21 May 2018
Fisher Efficient Inference of Intractable Models Song Liu Takafumi Kanamori Wittawat Jitkrittum Yu Chen 42 14 0 18 May 2018
Stein Points W. Chen Lester W. Mackey Jackson Gorham François‐Xavier Briol Chris J. Oates 31 102 0 27 Mar 2018
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means M. Lerasle Z. Szabó Gaspar Massiot Guillaume Lecué 44 36 0 13 Feb 2018
Characteristic and Universal Tensor Product Kernels Z. Szabó Bharath K. Sriperumbudur 48 72 0 28 Aug 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 91 223 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 123 325 0 09 Feb 2016