Massimiliano Pontil

Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups

A Bregman Proximal Viewpoint on Neural Operators

A Bregman Proximal Viewpoint on Neural Operators

QuantFormer: Learning to quantize for neural activity forecasting in mouse visual cortex

From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach

Neural Conditional Probability for Uncertainty Quantification

Learning the Infinitesimal Generator of Stochastic Diffusion Processes