Fortnightly from 11am to 12.15pm Paris time on Zoom 7 October 2021 (Led by Nicolas Chopin) Dennis Prangle. Distilling importance sampling [Link] 21 October 2021 (Led by Jeremy Heng) Jiequn Han, Arnulf Jentzen, and Weinan E. Solving high-dimensional partial differential equations using deep learning. [Link] 4 November 2021 (Led by Andras Fulop) Lilia Maliar, Serguei Maliar and Pablo Winant. Deep learning for solving dynamic economic models. [Link]