Stochastic Interpolants and Diffusion Models: Climate Analysis
Ongoing, UC Irvine
Projects
AI for Climate Science: Flow Matching for Unpaired Ice Crystal Analysis
Ongoing, UC Irvine & Columbia U
AI for Public Health: Interpretable Supervised Encoder and Stroke Recurrence Prediction
Publication, UC Irvine
Multimodal Learning: Improved Representation Learning in Multimodal VAEs
Publication, UC Irvine & ETH Zürich
Uncertainty Quantification: Scaling up Bayesian Neural Networks with Neural Networks
Publication, UC Irvine & ASU
Nonparametric Statistics: Log-Rank-Type Tests for High-Dimensional Testing
Publication, Columbia U & UPitt & Meta
Feature Selection: Knockoff Filters
Project, Columbia U
Statistical Machine Learning: Facial Emotion Recognition and Classification
Project, Columbia U
Natural Language Process: Lyrics Text Analysis in Music
Project, Columbia U