Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

Mark W. Mueller

Dept of Mechanical Engineering

robotics, UAVs, estimation, control

Adityanand Guntuboyina

Dept of Statistics

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

Ying Cui

Dept of Industrial Engineering & Operations Research

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

Kameshwar Poolla

Dept of Mechanical Engineering

Division of Electrical Engineering (EECS)

modeling, control, estimation, smart grids, renewable energy, electricity markets, transportation networks, integrated circuit design and manufacturing

Richard Stanton

Haas School of Business

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

Barbara Romanowicz

Dept of Earth and Planetary Science

earth & planetary science, deep earth structure & dynamics, earthquake processes & scaling laws, real time estimation of earthquake parameters, development of modern broadband seismic and geophysical observatories, planetary seismology

Avideh Zakhor

Division of Electrical Engineering (EECS)

signal processing, image processing, computer vision, Deep Learning

Ryan Tibshirani

Dept of Statistics

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

Bingqing Cheng

Dept of Chemistry

theoretical chemistry, physical chemistry, polymers and nanoscience

Xiao-Jun Zhang

Haas School of Business

security valuation, financial statement analysis, accounting theory, corporate disclosure, auditing, international accounting, machine learning and asset pricing

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

Javad Lavaei

Dept of Industrial Engineering & Operations Research

control theory, optimization, power systems

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