39 videos found 00:59:03 TILOS Seminar: A New Paradigm for Learning with Distribution Shift 11views Foundations,Machine Learning,TILOS Seminar Series 00:47:19 TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington) 14views Foundations,Machine Learning,Workshops and Tutorials 00:46:17 TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University) 15views Foundations,Machine Learning,Workshops and Tutorials 00:39:11 TILOS HOT-AI Workshop: From Test-Time Tweaks to Global Guarantees with Mahdi Soltanolkotabi (USC) 7views Machine Learning,Workshops and Tutorials 00:43:31 TILOS HOT-AI Workshop: Unleashing the Power of Variance Reduction for Training Large Models with Quanquan Gu (UCLA) 8views Machine Learning,Workshops and Tutorials 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 18views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 01:03:55 TILOS Seminar: Unlearnable Facts Cause Hallucinations in Pretrained Language Models 26views Foundations,Machine Learning,TILOS Seminar Series hallucinations,machine learning,natural language processing,pretrained LMs 00:47:35 TILOS Seminar: How Transformers Learn Causal Structure with Gradient Descent 16views Foundations,Machine Learning,TILOS Seminar Series causal inference,machine learning,transformers 01:11:07 TILOS Seminar: Off-the-shelf Algorithmic Stability 14views Foundations,Machine Learning,TILOS Seminar Series algorithmic stability,machine learning 01:04:58 TILOS Seminar: What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications 15views Foundations,Machine Learning,TILOS Seminar Series machine learning,multi-task learning,neural networks,single-task learning «1234»Page 2 of 4
