Renormalization Group Theory and Machine Learning | AI & Physics | Giulio Biroli Published 2022-04-20 Download video MP4 360p Recommendations 39:39 Statistical Physics Insights on Stochastic Gradient Descent | AI & Physics | Francesca Mignacco 20:55 Renormalization: The Art of Erasing Infinity 55:37 Roland Bauerschmidt - Perspectives on the renormalisation group approach 16:37 Renormalization: Why Bigger is Simpler 1:22:58 13. Position Space Renormalization Group, Part 1 1:05:13 Renormalization Group Flow as Optimal Transport 04:59 What Is Universality? 46:32 Renormalization Group Flow, Optimal Transport, and Diffusion Models 12:57 Data Driven Medical Coding | Clinical AI | Olga Endrich 1:36:39 Renormalization group theory by Mustansir Barma 1:21:38 9. Perturbative Renormalization Group Part 1 1:25:34 The Biggest Ideas in the Universe | 11. Renormalization 16:37 [Old] Renormalization: Why Bigger is Simpler 43:13 KEYNOTE PRESENTATION by Marcos Lopez de Prado from Cornell University 14:18 Machine learning at the service of the weary warrior | Clinical AI | Sylvain Meylan Similar videos 58:15 Giulio Biroli - Generative AI and Diffusion Models: a Statistical Physics Analysis 37:25 Gotham City Physics X ML - Giulio Biroli (April 30, 2019) 15:11 What is the renormalization group? 40:53 Giulio Biroli - Loss Landscape of Neural Networks - EPFL Virtual Symposium 1:25:24 Wilsonian Renormalization - QFT II, Part 23 1:36:41 Introduction to the Renormalization group method as a powerful reduction method of dynamics 53:40 "On the benefit of over-parametrization in artificial neural networks" — Giulio Biroli (ENS Paris) 1:21:16 Dimitrios Giataganas -- Restricted Boltzmann Machines and the Renormalization Group 44:25 The Tensor Renormalization Group: Code (2019) 1:05:34 Virtual Seminar: Adrián Franco-Rubio “Continuous tensor network renormalization for quantum fields” 38:00 Renormalization group transformation in models on a generalized hierarchical lattice_M: D. Missarov More results