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Adrien Vacher
Adrien Vacher
Postdoc at ENSAE
Preverjeni e-poštni naslov na ensae.fr
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Leto
A dimension-free computational upper-bound for smooth optimal transport estimation
A Vacher, B Muzellec, A Rudi, F Bach, FX Vialard
Conference on Learning Theory, 4143-4173, 2021
452021
Near-optimal estimation of smooth transport maps with kernel sums-of-squares
B Muzellec, A Vacher, F Bach, FX Vialard, A Rudi
arXiv preprint arXiv:2112.01907, 2021
252021
Optimal estimation of smooth transport maps with kernel SoS
A Vacher, B Muzellec, F Bach, FX Vialard, A Rudi
SIAM Journal on Mathematics of Data Science 6 (2), 311-342, 2024
72024
Convex transport potential selection with semi-dual criterion
A Vacher, FX Vialard
Advances in Neural Information Processing Systems, 2022, 2021
7*2021
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm.
A Vacher, FX Vialard
International Conference on Machine Learning, 34734-34758, 2023
52023
Provable convergence and limitations of geometric tempering for Langevin dynamics
O Chehab, A Korba, A Stromme, A Vacher
arXiv preprint arXiv:2410.09697, 2024
32024
Polynomial time sampling from log-smooth distributions in fixed dimension under semi-log-concavity of the forward diffusion with application to strongly dissipative distributions
A Vacher, O Chehab, A Korba
arXiv preprint arXiv:2501.00565, 2024
12024
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