Antonin Schrab

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Hypothesis Test

Conditional Independence

Top Venues

J. Mach. Learn. Res.

Publications

Roman Pogodin, Antonin Schrab, Yazhe Li, Danica J. Sutherland, Arthur Gretton
Practical Kernel Tests of Conditional Independence. CoRR (2024)
Antonin Schrab, Ilmun Kim
Robust Kernel Hypothesis Testing under Data Corruption. CoRR (2024)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. J. Mach. Learn. Res. 24 (2023)
Ilmun Kim, Antonin Schrab
Differentially Private Permutation Tests: Applications to Kernel Methods. CoRR (2023)
Felix Biggs, Antonin Schrab, Arthur Gretton
MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting. NeurIPS (2023)
Felix Biggs, Antonin Schrab, Arthur Gretton
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting. CoRR (2023)
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
Efficient Aggregated Kernel Tests using Incomplete U-statistics. CoRR (2022)
Antonin Schrab, Benjamin Guedj, Arthur Gretton
KSD Aggregated Goodness-of-fit Test. NeurIPS (2022)
Antonin Schrab, Wittawat Jitkrittum, Zoltán Szabó, Dino Sejdinovic, Arthur Gretton
Discussion of 'Multiscale Fisher's Independence Test for Multivariate Dependence'. CoRR (2022)
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics. NeurIPS (2022)
Antonin Schrab, Benjamin Guedj, Arthur Gretton
KSD Aggregated Goodness-of-fit Test. CoRR (2022)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. CoRR (2021)