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

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

Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups. - Vladimir R. Kostic; Karim Lounici; Hélène Halconruy; Timothee Devergne; Pietro Novelli; Massimiliano Pontil (CoRR, 2024)