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 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent 3views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 01:00:42 (De)regularized Wasserstein Gradient Flows via Reproducing Kernels 2views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:50:53 TILOS Seminar: Neuromorphic LLMs 7views Foundations,Machine Learning,TILOS Seminar Series 01:01:36 TILOS Seminar: Kinetic Theory Perspective of Foundation Models for Physics 6views Foundations,Panel Discussions,TILOS Seminar Series 00:58:24 Randomized Linear Algebra with Subspace Injections 4views Foundations,Optimization for ML & AI Seminar Series 00:55:54 Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning 6views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:54:16 High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws 9views 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 7views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 10views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 9views Foundations,Machine Learning,Workshops and Tutorials 123…5»Page 1 of 5
