42 videos found 00:59:03 TILOS Seminar: A New Paradigm for Learning with Distribution Shift 361views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 364views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 350views Foundations,Machine Learning,Workshops and Tutorials 00:42:25 TILOS HOT-AI Workshop: Accelerating Nonconvex Optimization via Online Learning with Aryan Mokhtari (UT Austin) 280views Foundations,Workshops and Tutorials 00:32:53 TILOS HOT-AI Workshop: The Binary Iterative Hard Thresholding Algorithm with Arya Mazumdar (TILOS & UC San Diego) 254views Foundations,Workshops and Tutorials 00:19:52 TILOS HOT-AI Workshop: Reverse diffusion Monte Carlo with Yian Ma (TILOS & UC San Diego) 261views Foundations,Workshops and Tutorials 00:54:03 TILOS HOT-AI Workshop: Linear Bregman Divergence Control with Babak Hassibi (Caltech) 284views Foundations,Workshops and Tutorials 00:25:27 TILOS HOT-AI Workshop: Optimization and Reasoning with Sean Gao (TILOS & UC San Diego) 269views Foundations,Workshops and Tutorials 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 329views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 00:57:20 TILOS Seminar: Single location regression and attention-based models 383views Foundations,TILOS Seminar Series attention mechanisms,sparse token learning,transformers «12345»Page 2 of 5