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Antonin Schrab
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MMD Aggregated Two-Sample Test
A Schrab, I Kim, M Albert, B Laurent, B Guedj, A Gretton
Journal of Machine Learning Research (JMLR) 24 (194), 1--81, 2023
332023
Efficient Aggregated Kernel Tests using Incomplete -statistics
A Schrab, I Kim, B Guedj, A Gretton
Advances in Neural Information Processing Systems (NeurIPS) 35, 18793-18807, 2022
212022
KSD Aggregated Goodness-of-fit Test
A Schrab, B Guedj, A Gretton
Advances in Neural Information Processing Systems (NeurIPS) 35, 32624--32638, 2022
82022
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting
F Biggs, A Schrab, A Gretton
Advances in Neural Information Processing Systems (NeurIPS) 36, 2023
42023
Differentially private permutation tests: Applications to kernel methods
I Kim, A Schrab
arXiv preprint arXiv:2310.19043, 2023
12023
Discussion of 'Multiscale Fisher's Independence Test for Multivariate Dependence'
A Schrab, W Jitkrittum, Z Szabó, D Sejdinovic, A Gretton
Biometrika 109 (3), 597-603, 2022
12022
Practical Kernel Tests of Conditional Independence
R Pogodin, A Schrab, Y Li, DJ Sutherland, A Gretton
arXiv preprint arXiv:2402.13196, 2024
2024
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Articles 1–7