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). 14views Foundations,Panel Discussions You may also like 00:55:30 TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations 7views Foundations,Machine Learning,TILOS Seminar Series 00:56:52 A survey of the mixing times of the Proximal Sampler algorithm 15views Foundations,Optimization for ML & AI Seminar Series 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent 20views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 01:00:42 (De)regularized Wasserstein Gradient Flows via Reproducing Kernels 15views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:50:53 TILOS Seminar: Neuromorphic LLMs 21views Foundations,Machine Learning,TILOS Seminar Series 01:01:36 TILOS Seminar: Kinetic Theory Perspective of Foundation Models for Physics 22views Foundations,Panel Discussions,TILOS Seminar Series 00:58:24 Randomized Linear Algebra with Subspace Injections 19views Foundations,Optimization for ML & AI Seminar Series 00:55:54 Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning 21views Foundations,Machine Learning,Optimization for ML & AI Seminar Series 00:54:16 High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws 26views 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 22views Foundations,Machine Learning,TILOS Seminar Series 123…5»Page 1 of 5
