Statistical Learning of Transfer Operators and the Infinitesimal Generator

Explore the statistical learning of transfer operators and the infinitesimal generator in this 27-minute conference talk by Massimiliano Pontil from Istituto Italiano di Tecnologia. Delivered at the Fourth Symposium on Machine Learning and Dynamical Systems, hosted by the Fields Institute on July 9, 2024, this presentation delves into advanced concepts at the intersection of machine learning and dynamical systems theory. Gain insights into cutting-edge research and methodologies that bridge these two fields, enhancing your understanding of complex mathematical approaches used in modern data analysis and system modeling.

Statistical Learning of Transfer Operators and the Infinitesimal Generator