New approaches to dimension reduction and inference
Cluster-based graphical model
Bootstrap theory for high dimensional inference
Overlapping clustering
Identifiable sparse latent factor models
Minimax optimal variable clustering
Copula models
High-dimensional classification
Fast and optimal estimation of topic models with unknown number of topics