Antonin Schrab

19 papers A* 3A 2Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Regularized f-Divergence Kernel Tests. CoRR Mónica Ribero, Antonin Schrab, Arthur Gretton
2025	J	`jnl`	A Practical Introduction to Kernel Discrepancies: MMD, HSIC & KSD. CoRR Antonin Schrab
2025	J	`jnl`	A Unified View of Optimal Kernel Hypothesis Testing. CoRR Antonin Schrab
2025	A	`conf`	Credal Two-Sample Tests of Epistemic Uncertainty. AISTATS Siu Lun Chau, Antonin Schrab, Arthur Gretton, Dino Sejdinovic, Krikamol Muandet
2025	J	`jnl`	DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing. CoRR Zhijian Zhou, Xunye Tian, Liuhua Peng, Chao Lei, Antonin Schrab, Danica J. Sutherland, Feng Liu
2025	A	`conf`	Robust Kernel Hypothesis Testing under Data Corruption. AISTATS Antonin Schrab, Ilmun Kim
2024	J	`jnl`	Credal Two-Sample Tests of Epistemic Ignorance. CoRR Siu Lun Chau, Antonin Schrab, Arthur Gretton, Dino Sejdinovic, Krikamol Muandet
2024	J	`jnl`	Practical Kernel Tests of Conditional Independence. CoRR Roman Pogodin, Antonin Schrab, Yazhe Li, Danica J. Sutherland, Arthur Gretton
2024	J	`jnl`	Robust Kernel Hypothesis Testing under Data Corruption. CoRR Antonin Schrab, Ilmun Kim
2023	J	`jnl`	Differentially Private Permutation Tests: Applications to Kernel Methods. CoRR Ilmun Kim, Antonin Schrab
2023	J	`jnl`	MMD Aggregated Two-Sample Test. J. Mach. Learn. Res. Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
2023	J	`jnl`	MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting. CoRR Felix Biggs, Antonin Schrab, Arthur Gretton
2023	A*	`conf`	MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting. NeurIPS Felix Biggs, Antonin Schrab, Arthur Gretton
2022	J	`jnl`	Discussion of 'Multiscale Fisher's Independence Test for Multivariate Dependence'. CoRR Antonin Schrab, Wittawat Jitkrittum, Zoltán Szabó, Dino Sejdinovic, Arthur Gretton
2022	A*	`conf`	Efficient Aggregated Kernel Tests using Incomplete $U$-statistics. NeurIPS Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
2022	J	`jnl`	Efficient Aggregated Kernel Tests using Incomplete U-statistics. CoRR Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
2022	A*	`conf`	KSD Aggregated Goodness-of-fit Test. NeurIPS Antonin Schrab, Benjamin Guedj, Arthur Gretton
2022	J	`jnl`	KSD Aggregated Goodness-of-fit Test. CoRR Antonin Schrab, Benjamin Guedj, Arthur Gretton
2021	J	`jnl`	MMD Aggregated Two-Sample Test. CoRR Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton