Department Faculty

Research Interests: 
Statistics and data science education
Bayesian education
Curricular design
Data literacy
Instructor training

Research Interests:

• Statistics pedagogy,
• Statistical genetics,
• Compositional data analysis

Research Interests:

• Spin glasses,
• Machine learning theory,
• High-dimensional statistics

Research Interests:
Machine Learning and AI Theory,
Reinforcement learning,
Deep Learning,
Natural Language Processing,
Robotics

Research Interests:
Applied Probability,
Learning on structured data,
Machine learning theory,
High dimensional statistics,
Information and ergodic theory

Research Interests:

• High-dimensional Statistics,
• Machine Learning Theory,
• Statistical Foundations of AI,
• Causal Inference in High Dimensions

Research Interests:

• Entropy and Mutual Information estimation and applications,
• Mathematical and statistical modeling of complex systems,
• Scalable MCMC algorithms,
• UQ for Mathetmatical Models of nonlinear and multiscale phenomena,
• Applied Probability

Research Interests:

• Applied Probability,
• Statistics of Networks,
• Signal Detection

Research Interests

• Statistics Education,
• Statistical Genetics,
• Genetic Association Studies  

Research Interests:

• Scalable statistical inference for big data,
• Statistical Machine Learning and AI,
• Integrative data analysis,
• Causal inference and mediation analysis,
• Statistical genetics and genomics,
• Analysis of complex observational data,
• Statistical cloud...