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). 235views Foundations,Panel Discussions You may also like 00:59:03 TILOS Seminar: A New Paradigm for Learning with Distribution Shift 355views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 359views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 342views Foundations,Machine Learning,Workshops and Tutorials 00:42:25 TILOS HOT-AI Workshop: Accelerating Nonconvex Optimization via Online Learning with Aryan Mokhtari (UT Austin) 277views Foundations,Workshops and Tutorials 00:32:53 TILOS HOT-AI Workshop: The Binary Iterative Hard Thresholding Algorithm with Arya Mazumdar (TILOS & UC San Diego) 250views Foundations,Workshops and Tutorials 00:19:52 TILOS HOT-AI Workshop: Reverse diffusion Monte Carlo with Yian Ma (TILOS & UC San Diego) 255views Foundations,Workshops and Tutorials 00:54:03 TILOS HOT-AI Workshop: Linear Bregman Divergence Control with Babak Hassibi (Caltech) 278views Foundations,Workshops and Tutorials 00:25:27 TILOS HOT-AI Workshop: Optimization and Reasoning with Sean Gao (TILOS & UC San Diego) 263views Foundations,Workshops and Tutorials 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 324views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 00:57:20 TILOS Seminar: Single location regression and attention-based models 376views Foundations,TILOS Seminar Series attention mechanisms,sparse token learning,transformers «12345»Page 2 of 5
