By NSF TILOS6 October 2023 TILOS Fireside Chat: Theory in the Age of Modern AI A conversation about theory in the age of modern artificial intelligence (AI) with TILOS member panelists Nisheeth Vishnoi, Tara Javidi, Misha Belkin, and Arya Mazumdar (moderator). 4views Foundations,Panel Discussions You may also like 00:55:54 Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning 0views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:54:16 High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws 3views Foundations,Machine Learning,Optimization for ML & AI Seminar Series,TILOS Seminar Series 00:59:03 TILOS Seminar: A New Paradigm for Learning with Distribution Shift 4views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 9views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 8views Foundations,Machine Learning,Workshops and Tutorials 00:42:25 TILOS HOT-AI Workshop: Accelerating Nonconvex Optimization via Online Learning with Aryan Mokhtari (UT Austin) 7views Foundations,Workshops and Tutorials 00:32:53 TILOS HOT-AI Workshop: The Binary Iterative Hard Thresholding Algorithm with Arya Mazumdar (TILOS & UC San Diego) 3views Foundations,Workshops and Tutorials 00:19:52 TILOS HOT-AI Workshop: Reverse diffusion Monte Carlo with Yian Ma (TILOS & UC San Diego) 8views Foundations,Workshops and Tutorials 00:54:03 TILOS HOT-AI Workshop: Linear Bregman Divergence Control with Babak Hassibi (Caltech) 8views Foundations,Workshops and Tutorials 00:25:27 TILOS HOT-AI Workshop: Optimization and Reasoning with Sean Gao (TILOS & UC San Diego) 6views Foundations,Workshops and Tutorials 1234»Page 1 of 4
