Devergne, Timothée

3 publications

ICML 2025 Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups Vladimir R Kostic, Karim Lounici, Hélène Halconruy, Timothée Devergne, Pietro Novelli, Massimiliano Pontil

NeurIPS 2024 From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach Timothée Devergne, Vladimir R. Kostic, Michele Parrinello, Massimiliano Pontil

NeurIPS 2024 Learning the Infinitesimal Generator of Stochastic Diffusion Processes Vladimir R. Kostic, Karim Lounici, Hélène Halconruy, Timothée Devergne, Massimiliano Pontil