33 videos found 00:54:16 High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws 2views 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 3views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 8views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 6views 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 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 11views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 1234»Page 1 of 4