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On the Robustness of Kernel Goodness-of-Fit Tests

On the Robustness of Kernel Goodness-of-Fit Tests

11 August 2024
Xing Liu
F. Briol
    OOD
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Papers citing "On the Robustness of Kernel Goodness-of-Fit Tests"

9 / 9 papers shown
Title
Conformal Prediction Regions are Imprecise Highest Density Regions
Conformal Prediction Regions are Imprecise Highest Density Regions
Michele Caprio
Yusuf Sale
Eyke Hüllermeier
52
0
0
10 Feb 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Michele Caprio
David Stutz
Shuo Li
Arnaud Doucet
UQCV
49
3
0
07 Nov 2024
Credal Learning Theory
Credal Learning Theory
Michele Caprio
Maryam Sultana
Eleni Elia
Fabio Cuzzolin
FedML
26
4
0
01 Feb 2024
Targeted Separation and Convergence with Kernel Discrepancies
Targeted Separation and Convergence with Kernel Discrepancies
Alessandro Barp
Carl-Johann Simon-Gabriel
Mark Girolami
Lester W. Mackey
32
8
0
26 Sep 2022
Towards Healing the Blindness of Score Matching
Towards Healing the Blindness of Score Matching
Mingtian Zhang
Oscar Key
Peter Hayes
David Barber
Brooks Paige
F. Briol
MedIm
42
12
0
15 Sep 2022
KSD Aggregated Goodness-of-fit Test
KSD Aggregated Goodness-of-fit Test
Antonin Schrab
Benjamin Guedj
A. Gretton
32
12
0
02 Feb 2022
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy
Badr-Eddine Chérief-Abdellatif
Pierre Alquier
49
62
0
29 Sep 2019
Measuring Sample Quality with Kernels
Measuring Sample Quality with Kernels
Jackson Gorham
Lester W. Mackey
62
204
0
06 Mar 2017
A Kernel Test of Goodness of Fit
A Kernel Test of Goodness of Fit
Kacper P. Chwialkowski
Heiko Strathmann
A. Gretton
BDL
86
304
0
09 Feb 2016
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