Machine Learning Professor @ Caltech
Professor of Computing and Mathematical Sciences at Caltech.
Research Interests: Machine Learning and Artificial Intelligence.
Industry Advising: Asari AI, CaineX, Latitude AI, and Tera AI.
ICLR Leadership: Member of ICLR Board. General Chair of ICLR 2025. Senior Program Chair of ICLR 2024.
Data & Evaluation. Create new data engines. Create benchmarks that are formally verifed. Unify scientific inverse problems into common frameworks.
Models & Architecture. Create new effective representations, such as for time series.
Inference & Search. Develop principled Bayesian inference methods using diffusion priors. Develop self-training for LLM-based tree search.