By Angela Berti6 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). Foundations,Panel Discussions 3 views You may also like 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 1 views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 2 views Foundations,Machine Learning,Workshops and Tutorials 00:42:25 TILOS HOT-AI Workshop: Accelerating Nonconvex Optimization via Online Learning with Aryan Mokhtari (UT Austin) 6 views Foundations,Workshops and Tutorials 00:32:53 TILOS HOT-AI Workshop: The Binary Iterative Hard Thresholding Algorithm with Arya Mazumdar (TILOS & UC San Diego) 0 views Foundations,Workshops and Tutorials 00:19:52 TILOS HOT-AI Workshop: Reverse diffusion Monte Carlo with Yian Ma (TILOS & UC San Diego) 4 views Foundations,Workshops and Tutorials 00:54:03 TILOS HOT-AI Workshop: Linear Bregman Divergence Control with Babak Hassibi (Caltech) 2 views Foundations,Workshops and Tutorials 00:25:27 TILOS HOT-AI Workshop: Optimization and Reasoning with Sean Gao (TILOS & UC San Diego) 2 views Foundations,Workshops and Tutorials 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 6 views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 00:57:20 TILOS Seminar: Single location regression and attention-based models 2 views Foundations,TILOS Seminar Series attention mechanisms,sparse token learning,transformers 01:01:02 TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior 4 views Foundations,TILOS Seminar Series deep learning,learning theory,machine learning,neural networks,synthetic tasks 1234»Page 1 of 4
