Composite Goodness-of-fit Tests with Kernels

Composite Goodness-of-fit Tests with Kernels

19 November 2021

Papers citing "Composite Goodness-of-fit Tests with Kernels"

13 / 13 papers shown

Title
Cost-aware Simulation-based Inference Ayush Bharti Daolang Huang Samuel Kaski F. Briol 16 0 0 10 Oct 2024
Sequential Kernelized Stein Discrepancy Diego Martinez-Taboada Aaditya Ramdas 31 0 0 26 Sep 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 62 4 0 11 Aug 2024
Practical Kernel Tests of Conditional Independence Roman Pogodin Antonin Schrab Yazhe Li Danica J. Sutherland A. Gretton 24 1 0 20 Feb 2024
A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networks Forough Fazeli Asl M. Zhang Lizhen Lin 6 1 0 05 Mar 2023
Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference Ayush Bharti Masha Naslidnyk Oscar Key Samuel Kaski F. Briol 10 7 0 27 Jan 2023
Minimum Kernel Discrepancy Estimators Chris J. Oates 17 9 0 28 Oct 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj A. Gretton 22 21 0 18 Jun 2022
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap Charita Dellaporta Jeremias Knoblauch Theodoros Damoulas F. Briol 8 32 0 09 Feb 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj A. Gretton 44 17 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 G. Reinert Yvik Swan 16 28 0 07 May 2021
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 54 62 0 29 Sep 2019
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 86 304 0 09 Feb 2016