Lexin Li School of Public Health neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference
Elizabeth Purdom Dept of Statistics computational biology, bioinformatics, statistics, data analysis, sequencing, cancer genomics
Alexandre Mas Haas School of Business labor markets, human resources, data analysis and statistical methods
Haiyan Huang Dept of Statistics applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification
Xiudi Li School of Public Health causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis
Ming Wu Division of Electrical Engineering (EECS) silicon photonics, MEMS, photonic integrated circuits, data center networks, 3D sensing, solid state LiDAR, optofluidics
Xin Guo Dept of Industrial Engineering & Operations Research stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models
Zsolt Katona Haas School of Business online marketing, search advertising, network economics, social networks
Mark van der Laan Dept of Statistics School of Public Health targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies
Susan Irene Stone School of Social Welfare school-based psycho-social services, school-effects, archival data analysis, community development, organizational development, policy development
Ryan Tibshirani Dept of Statistics statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning
Mathijs De Vaan Haas School of Business network analysis, health care management, economic sociology, research design and empirical methods
Dorit Hochbaum Dept of Industrial Engineering & Operations Research data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition
Carlos F. Daganzo Dept of Civil and Environmental Engineering logistics, networks, urban transportation, traffic flow
Alvin Cheung Division of Computer Science (EECS) program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages
Filip C. Filippou Dept of Civil and Environmental Engineering nonlinear analysis of structures, finite element analysis, seismic response simulation, seismic evaluation of structures by computer analysis
Zaijun Chen Division of Electrical Engineering (EECS) physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits
Claude Fischer Dept of Sociology social networks, American social history, technology, urban sociology, sociology
Shachar Kariv Dept of Economics economics, experimental economics, behavioral economics, networks, microeconomic theory, social learning