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Research Expertise and Interest

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Name

Department

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

Ian Holmes

Dept of Bioengineering

computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology

Jacob Yates

School of Optometry

optometry

Adrian Aguilera

Computational Precision Health Program

School of Social Welfare

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

Angjoo Kanazawa

Division of Computer Science (EECS)

CS-vision, graphics, machine learning

Maryam Hosseini

Dept of City & Regional Planning

computer vision, pedestrian mobility, urban accessibility, walkability

Ying Cui

Dept of Industrial Engineering & Operations Research

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

Przemyslaw Jeziorski

Haas School of Business

quantitative marketing, industrial organization

Huiwen Jia

Dept of Industrial Engineering & Operations Research

stochastic and robust optimization, machine learning, online learning algorithms, transportation, Revenue Management, service system design

Liana Lareau

Dept of Bioengineering

computational biology, molecular biology

Karthik Shekhar

Dept of Chemical & Biomolecular Engineering

cellular and systems biology, statistical inference, single-cell genomics

Jingshen Wang

School of Public Health

precision medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

Preeya Khanna

Dept of Neuroscience

Division of Electrical Engineering (EECS)

biosystems and computational biology, human-computer interaction, signal processing

Robert Thomas Knight

Dept of Psychology

cognitive neuroscience, language, physiology, memory, attention, psychology, working memory, neuropsychology, human prefrontal cortex, neural mechanisms of cognitive processing, sensory gating, sustained attention, ad novelty detection

David Bamman

School of Information

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

Hannah Stuart

Dept of Mechanical Engineering

robotics, dynamics, design-based research, exoskeleton systems, bioinspired robots, marine systems, dexterous manipulation, hands, grasping, Mechanism Design, human-robot interaction

Sergey Levine

Division of Computer Science (EECS)

artificial intelligence, intelligent systems and robotics

Eric T. Meyer

School of Information

social informatics, digital transformation, knowledge, social and cultural studies

Trevor Darrell

Division of Computer Science (EECS)

artificial intelligence, intelligent systems and robotics, computer vision

Peter Bartlett

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Daniel Siefman

Dept of Nuclear Engineering

neutronics, criticality safety, nuclear data validation, machine learning, neutron noise, reactor dosimetry

Emma Pierson

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Adam Yala

Computational Precision Health Program

Dept of Statistics

Division of Computer Science (EECS)

artificial intelligence, health

Carmine during a rehearsal of his opera "Pane, sale, sabbia"

Carmine Emanuele Cella

Dept of Music

mathematical representation of musical and acoustic signals, music composition

Roberto Horowitz

Dept of Mechanical Engineering

adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems

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