Antonin Schrab
Scholar

Antonin Schrab

Google Scholar ID: 1IYG05YAAAAJ
Doctor in Foundational AI, UCL (AI Centre & Gatsby Unit)
Machine LearningStatistical Learning TheoryKernel Methods
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Citations & Impact
All-time
Citations
260
 
H-index
7
 
i10-index
6
 
Publications
12
 
Co-authors
14
list available
Contact
Emaila.lastname@ucl.ac.ukCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
7 items
Regularized $f$-Divergence Kernel Tests
2026
Cited
0
DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing
2025
Cited
0
A Unified View of Optimal Kernel Hypothesis Testing
2025
Cited
1
A Practical Introduction to Kernel Discrepancies: MMD, HSIC&KSD
2025
Cited
0
Credal Two-Sample Tests of Epistemic Uncertainty
2024
Cited
5
Robust Kernel Hypothesis Testing under Data Corruption
arXiv.org · 2024
Cited
2
Practical Kernel Tests of Conditional Independence
arXiv.org · 2024
Cited
7
Resume (English only)
Co-authors
14 total
Arthur Gretton
Arthur Gretton
Gatsby Computational Neuroscience Unit and Google Deepmind
Ilmun Kim
Ilmun Kim
Yonsei University
Benjamin Guedj
Benjamin Guedj
Inria and University College London (UCL)
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Dino Sejdinovic
Dino Sejdinovic
Professor of Statistical Machine Learning, Adelaide University
Krikamol Muandet
Krikamol Muandet
CISPA - Helmholtz Center for Information Security
Felix Biggs
Felix Biggs
PhD in Foundational AI from University College London