Tensor Data Analysis

Slides on this topic:

Electronic Health Records Data

(Deep) Generative Models

Nonconvex/Manifold Optimization

Slides on this topic:

Markov Process Process State Aggregation, Information-based Reinforcement Learning

Microbiome Data Analysis

Matrix Estimation, Matrix Completion, Phase Retrieval

Matrix PCA/SVD

Slides on this topic:

Semisupervised Inference

Slides on this topic:

Compressed Sensing and High-dimensional Regression

High-dimensional Covariance Matrix Estimation

Applied Probability

Miscellaneous

Collaborative Research and Other Manuscripts