Nelder Fellow Lectures: Professor Huyen Pham

Imperial College

May 14

311, Huxley Building

Huyen Pham (Ecole Polytechnique): Series of lectures on – Machine learning and stochastic control

7 May – 2025 – Lecture 1: Deep learning methods for PDEs and (mean-field) control

13 May 2025 – Lecture 2: Some recent developments on reinforcement learning

14 May 2025 – Lecture 3: Optimal transport approach for generative diffusion models