42 videos found 01:01:02 TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior 287views Foundations,TILOS Seminar Series deep learning,learning theory,machine learning,neural networks,synthetic tasks 01:03:55 TILOS Seminar: Unlearnable Facts Cause Hallucinations in Pretrained Language Models 315views 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 390views Foundations,Machine Learning,TILOS Seminar Series causal inference,machine learning,transformers 01:11:07 TILOS Seminar: Off-the-shelf Algorithmic Stability 308views 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 302views 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 324views 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 321views 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 279views Foundations,TILOS Seminar Series bandits,Eluder dimension,optimistic algorithms,reinforcement learning 56:45 TILOS Seminar: Building Personalized Decision Models with Federated Human Preferences 328views Foundations,TILOS Seminar Series dueling bandits,federated learning 49:40 TILOS Seminar: Towards Foundation Models for Graph Reasoning and AI 4 Science 379views Foundations,TILOS Seminar Series foundation models,graph learning,knowledge graph reasoning,natural science «12345»Page 3 of 5
