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Antonin Schrab

Orcid: 0000-0002-3218-8613

According to our database1, Antonin Schrab authored at least 12 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Online presence:

On csauthors.net:

Bibliography

2025
A Unified View of Optimal Kernel Hypothesis Testing.
[BibTeX]
[DOI]
Antonin Schrab
CoRR, March, 2025

A Practical Introduction to Kernel Discrepancies: MMD, HSIC & KSD.
[BibTeX]
[DOI]
Antonin Schrab
CoRR, March, 2025

Robust Kernel Hypothesis Testing under Data Corruption.
[BibTeX]
[DOI]
Antonin Schrab
,
Ilmun Kim
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Credal Two-Sample Tests of Epistemic Uncertainty.
[BibTeX]
[DOI]
Siu Lun Chau
,
Antonin Schrab
,
Arthur Gretton
,
Dino Sejdinovic
,
Krikamol Muandet
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024
Credal Two-Sample Tests of Epistemic Ignorance.
[BibTeX]
[DOI]
Siu Lun Chau
,
Antonin Schrab
,
Arthur Gretton
,
Dino Sejdinovic
,
Krikamol Muandet
CoRR, 2024

Practical Kernel Tests of Conditional Independence.
[BibTeX]
[DOI]
Roman Pogodin
,
Antonin Schrab
,
Yazhe Li
,
Danica J. Sutherland
,
Arthur Gretton
CoRR, 2024

2023
MMD Aggregated Two-Sample Test.
[BibTeX]
[DOI]
Antonin Schrab
,
Ilmun Kim
,
Mélisande Albert
,
Béatrice Laurent
,
Benjamin Guedj
,
Arthur Gretton
J. Mach. Learn. Res., 2023

Differentially Private Permutation Tests: Applications to Kernel Methods.
[BibTeX]
[DOI]
Ilmun Kim
,
Antonin Schrab
CoRR, 2023

MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting.
[BibTeX]
[DOI]
Felix Biggs
,
Antonin Schrab
,
Arthur Gretton
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Discussion of 'Multiscale Fisher's Independence Test for Multivariate Dependence'.
[BibTeX]
[DOI]
Antonin Schrab
,
Wittawat Jitkrittum
,
Zoltán Szabó
,
Dino Sejdinovic
,
Arthur Gretton
CoRR, 2022

Efficient Aggregated Kernel Tests using Incomplete $U$-statistics.
[BibTeX]
[DOI]
Antonin Schrab
,
Ilmun Kim
,
Benjamin Guedj
,
Arthur Gretton
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

KSD Aggregated Goodness-of-fit Test.
[BibTeX]
[DOI]
Antonin Schrab
,
Benjamin Guedj
,
Arthur Gretton
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


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