David Blei

Research Interests: Probabilistic topic models, Bayesian nonparametrics, Hierarchical Bayesian models, Scalable Bayesian computation

Richard A. Davis

Research Interests: Time series analysis, financial time series modeling, extreme value theory, spatial-temporal modeling with environmental applications, applied probability, and stochastic processes.

Andrew Gelman

Research Interests: why it is rational to vote; why campaign polls are so variable when elections are so predictable; why redistricting is good for democracy; reversals of death sentences; police stops in New York City, the statistical challenges of estimating small effects; the probability that your vote will be decisive; seats and votes in Congress; social network structure; arsenic in Bangladesh; radon in your basement; toxicology; medical imaging; and methods in surveys, experimental design, statistical inference, computation, and graphics.

Samory Kpotufe

Research Interests: Statistical Machine Learning theory, Nonparametric Methods and Adaptivity, Minimally Supervised Learning, e.g., Active Learning, Domain Adaptation and Transfer Learning.  

Shaw-Hwa Lo

Research Interests: Survival Analysis, Design of Clinical Trials, Resampling Methods, Coverage Problems, Analysis of Incomplete Data, Nonparametric Methods, Asymptotic Theory, Empirical Bayes Methodology. Statistical Genetics. Bioinformatics. Genetic network analysis.

Arian Maleki

Liam Paninski

Research Interests: neural data analysis, machine learning

Daniel Rabinowitz

Research Interests: Statistical methods for clinical and genetic epidemiology.

Michael Sobel

Research Interests: Causal Inference, fMRI, Social Statistics

Zhiliang Ying