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Research Expertise and Interest

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Name

Department

Negar Mehr

Dept of Mechanical Engineering

robotics, control theory, artificial intelligence, game theory, machine learning

Ying Cui

Dept of Industrial Engineering & Operations Research

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

Peter Bickel

Dept of Statistics

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

Biwen Zhang

Haas School of Business

capital markets, conflicts of interest, financial intermediation, machine learning

Anil Aswani

Dept of Industrial Engineering & Operations Research

machine learning and artificial intelligence, precision health, optimization, statistics

Joshua Blumenstock

School of Information

machine learning, development economics, poverty and public policy, inequality and crisis

Donald DePaolo

Dept of Earth and Planetary Science

isotopes, mass spectrometry, geochemistry, geochronology

Amanda Coston

Dept of Statistics

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

Deirdre Mulligan

School of Information

information policy, law, privacy, security, machine learning and artificial intelligence

Michael DeWeese

Dept of Neuroscience

Dept of Physics

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

David Bamman

School of Information

natural language processing, machine learning, digital humanities, computational social science, data science

John Connelly

Dept of History

modern East and Central European political and social history, comparative education, history of nationalism and racism, history of Catholicism, Late Modern Europe

Adrian Aguilera

Computational Precision Health Program

School of Social Welfare

digital health, depression interventions, cognitive behavioral therapy, health equity, machine learning, implementation science

Daniel Warren

Dept of Philosophy

philosophy, Kant, history and philosophy of science

You-tien Hsing

Dept of Geography

China, geography, political economy of development in East Asia, the process of international economic restructuring, cultural and institutional configuration in the processes of Taiwanese direct investment, growth in Chinese cities, business networks

Lin Lin

Dept of Mathematics

applied mathematics, Quantum Chemistry, quantum computation, Scientific machine learning

Mark Danner

Dept of English

School of Journalism

foreign affairs, voting and elections, journalism, Central America, politics, Balkans, Haiti, documentaries, terrorism, the Middle East, contemporary literature, modernist writers, contemporary literature and film

Nika Haghtalab

Division of Computer Science (EECS)

artificial intelligence, machine learning, theoretical computer science, game theory and mechanism design

Whitney Davis

Dept of History of Art

ancient art, Modern Art, art theory

Filipa Rijo-Ferreira

Dept of Molecular & Cell Biology

School of Public Health

molecular parasitology, mosquito vector biology in malaria infection, host-parasite interactions, host circadian rhythms, immunology, metabolism

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

Alexandre Bayen

Division of Electrical Engineering (EECS)

control, optimization, machine learning, applications: transportation; mobile sensing; connected health

Teresa Head-Gordon

Dept of Bioengineering

Dept of Chemical & Biomolecular Engineering

Dept of Chemistry

Computational chemistry, machine learning, chemical physics, biophysics, biomolecules, materials, catalysis, computational science

Alexei Efros

Division of Computer Science (EECS)

computer vision, computer graphics, computational photography, machine learning, artificial intelligence

Joseph L. Napoli

Dept of Nutritional Sciences & Toxicology

metabolism, nutritional biochemistry, fat-soluble vitamins, retinoids, retinoic acid, retinol, vitamin A, vitamin D, analytical biochemistry

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