Research Interests: Density Estimation, Density Regression, Shape Constrained Estimation, Graphical Models, Data Science and Bayesian Modeling
Research Interests: Optimization, Machine and Data Science & Statistical Learning and Decision Making in Power Systems
Research Interests: Signal Processing, Data Analysis, and Deep Learning, including Signal Quantization and Deterministic Compressed Sensing
Research Interests: Bayesian Statistics, Gaussian Graphical Model (GGM), Bayesian Classification and Regression Tree (CART) and Bayesian Variable Selection
Research Interests: Functional and Harmonic Analysis
Research Interests: Large-scale Networked Dynamical Systems, Smart Grids, and Intelligent Transportation Networks
Research Interests: High-Dimensional Statistics, Multiple Testing and Empirical Bayes
Research Interests: High Dimensional Estimation and Inference, Statistical Learning with Dependency, Bayesian Non-Parametrics, Nonconvex Optimization and Implicit Regularizations