20 videos found 00:47:35 TILOS Seminar: How Transformers Learn Causal Structure with Gradient Descent 3 views Foundations,Machine Learning,TILOS Seminar Series causal inference,machine learning,transformers 01:11:07 TILOS Seminar: Off-the-shelf Algorithmic Stability 4 views 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 4 views Foundations,Machine Learning,TILOS Seminar Series machine learning,multi-task learning,neural networks,single-task learning 55:35 TILOS Seminar: Transformers Learn In-context by (Functional) Gradient Descent 2 views Foundations,Machine Learning,TILOS Seminar Series in-context learning,machine learning architectures,neural networks,transformers 59:25 TILOS Seminar: How Large Models of Language and Vision Help Agents to Learn to Behave 1 views Foundations,Machine Learning,TILOS Seminar Series foundation models,vision models,vision-language models 55:02 TILOS Seminar: The Dissimilarity Dimension: Sharper Bounds for Optimistic Algorithms 1 views Foundations,TILOS Seminar Series bandits,Eluder dimension,optimistic algorithms,reinforcement learning 56:45 TILOS Seminar: Building Personalized Decision Models with Federated Human Preferences 1 views Foundations,TILOS Seminar Series dueling bandits,federated learning 49:40 TILOS Seminar: Towards Foundation Models for Graph Reasoning and AI 4 Science 1 views Foundations,TILOS Seminar Series foundation models,graph learning,knowledge graph reasoning,natural science 01:01:15 TILOS Fireside Chat: Theory in the Age of Modern AI 2 views Foundations,Panel Discussions 01:01:13 TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization 5 views Foundations,Machine Learning,TILOS Seminar Series deep learning,lottery ticket hypothesis,machine learning,neural networks 12»Page 1 of 2
