Pieter Abbeel Computer Science (EECS) robotics, machine learning, artificial intelligence, Deep Learning
Gašper Beguš Linguistics computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics
Carmine Emanuele Cella Music mathematical representation of musical and acoustic signals, music composition
Laurent El Ghaoui Electrical Engineering (EECS) decision-making under uncertainty, convex optimization, robust optimization, sparse optimization, machine learning, implicit deep learning, lifted deep learning
Ian Holmes Bioengineering computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology
Nilah Ioannidis Computer Science (EECS) computational biology, genomics, machine learning, artificial intelligence, personal genome interpretation, precision health, rare diseases, statistical genetics, biophysics
Kurt Keutzer Electrical Engineering (EECS) computationally efficient machine learning and deep learning, AI
Aditi Krishnapriyan Chemical & Biomolecular Engineering Computer Science (EECS) machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization
Lexin Li 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
Sara McMains Mechanical Engineering geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, Deep Learning
Mohammad Mofrad Bioengineering Mechanical Engineering molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine, cardiovascular disease
Timothy Tangherlini Scandinavian folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research/scholarship
Bin Yu Statistics machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, and climate science.
Avideh Zakhor Electrical Engineering (EECS) signal processing, image processing, computer vision, Deep Learning