Daniel Klein Division of Computer Science (EECS) unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction
Charles Chip Sullivan Dept of Landscape Architecture & Environmental Planning garden history, symbolism, creative and imagination development, perceptual engagements, inclusive methods and mediums to express landscapes
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
Samuel Lucas Dept of Sociology research methods, demography, sociology, social stratification, sociology of education, research statistics
Ryan Giordano Dept of Statistics machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics
Thad Dunning Dept of Political Science political economy, ethnic politics, comparative clientelism in developing countries, research design, causal inference, statistical methods, multi-method research
Alexandre Mas Haas School of Business labor markets, human resources, data analysis and statistical methods
Stephanie L Canizales Dept of Sociology international migration, immigrant integration, inequality and mobility, qualitative methods, children-youth-and families
William A. Lester, Jr. Dept of Chemistry theoretical and physical chemistry, advances in basic theory, computational methods, study of molecular electronic structure, quantum Monte Carlo method, Born-Oppenheimer approximation
Aaron Fisher Dept of Psychology Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics
Patrick Bradshaw School of Public Health epidemiologic methods, Bayesian methods, cancer epidemiology, cardiometabolic risk
Burkhard Militzer Dept of Earth and Planetary Science density functional methods, equation of state calculations, planetary interiors, materials at high pressure, theoretical mineral physics, path integration Monte Carlo, planet formation, quantum Monte Carlo method
Carl Rothfels Dept of Integrative Biology evolutionary biology, phylogenetic methods, plant evolutionary biology
Peng Ding Dept of Statistics Statistical causal inference, missing data, Bayesian statistics, applied statistics
Sophia Rabe-Hesketh School of Education biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models
Yasmin Vobis Dept of Architecture architecture, design, construction, vernacular architecture, industrial and non-industrial building methods, sustainable construction
Elizabeth Purdom Dept of Statistics computational biology, bioinformatics, statistics, data analysis, sequencing, cancer genomics
Ian Wang Dept of Environmental Science, Policy & Management genetics and genomics, genomics, landscape genetics, evolution, population genetics, conservation, herpetology, GIS, spatial analysis, statistical methods, epigenetics
David E. Wemmer Dept of Chemistry nuclear magnetic resonance, nucleic acids, biophysical chemistry: proteins, NMR spectroscopy, magnetic resonance methods, structure of proteins and DNA, conformational fluctuations, biopolymers
Sandrine Dudoit Dept of Statistics School of Public Health statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health
Nikita Zhivotovskiy Dept of Statistics mathematical statistics, applied probability, statistical learning theory
Adityanand Guntuboyina Dept of Statistics nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory
Jimmy A. McGuire Dept of Integrative Biology historical biogeography, evolutionary biology, Southeast Asia, population genetics, hummingbirds, functional morphology, vertebrate systematics, phylogenetic analysis, life history evolution, Bayesian methods, Southeast Asian flying lizards
Jonah B. Gelbach School of Law civil procedure, statutory interpretation, law and economics, event study methodology, securities litigation, economics of crime, public assistance, statistical methods
Franco Zunino Dept of Civil and Environmental Engineering cement chemistry, advanced characterization methods for cementitious materials, low-carbon concrete, supplementary cementitious materials, calcined clay technology, LCA of cement-based materials