Keynote speakers

Theoretical Characterization of Training Transformers for Chain-of-Thought Reasoning

Multiscale Foundation Models for Biology

[introductory/intermediate] Statistical and Algorithmic Foundations of Reinforcement Learning

[introductory/intermediate] Trustworthy Machine Learning from Data to Models

[intermediate] Structure-Guided, Theme-Based Knowledge Discovery with Large Language Models

[intermediate] Bilevel Optimization: Theory, Algorithms and Application in AI

[intermediate/advanced] Optimizers for Large Language Model Training

[advanced] Generative AI Agents

[intermediate] Active Physical Intelligence for Industrial Scale Monitoring

[intermediate/advanced] Semantic Communications

[intermediate] Human Centered AI: Challenges and Opportunities

[intermediate] Learning from Imperfect Supervision

[intermediate/advanced] Beyond Sparsity or Low Rank: In-Between Neural and Symbolic Learning

[advanced] Recent Advances in Multimodal Understanding and Generation

[introductory/intermediate] Reinforcement Learning for Foundation Models

[introductory/advanced] Generative Models: from Virtual to Physical World