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Topics

Big data
Supervised learning
Reinforcement learning
Transfer learning
Active learning
Optimization
Graphical models
Nonparametric models
Probabilistic inference
Deep Learning
Automatic speech recognition
Spoken language understanding
Multi-modal and embodied machine learning
Interactive machine learning

Faculty & Researchers

Chandrajit Bajaj
Professor
Angela Beasley
Associate Professor of Instruction
Inderjit Dhillon
Professor
Daniel Diaz
Postdoctoral Research Fellow
Noah Golowich
Assistant Professor
Kristen Grauman
Professor
David Harwath
Assistant Professor
Adam Klivans
Professor
Brad Knox
Research Associate Professor
Philipp Krähenbühl
Associate Professor
Elad Liebman
Assistant Professor of Instruction
Qiang Liu
Associate Professor
Raymond Mooney
Professor
Georgios Pavlakos
Assistant Professor
Sujay Sanghavi
Professor
Elias Stengel-Eskin
Assistant Professor
Peter Stone
Department Chair and Professor
Fatma Tarlaci
Adjunct Assistant Professor
Kevin Tian
Assistant Professor
Yizhong Wang in a blue botton-down shirt leaning against a wood slat wall, smiling at the viewer.
Assistant Professor
Garrett Warnell
Visiting Researcher
Chengeng Xu in a green shirt standing outside.
Assistant Professor
Chen Yu
Professor
Yuke Zhu
Associate Professor
Eunsol Choi
Adjunct Assistant Professor
Greg Durrett
Adjunct Associate Professor
Joydeep Ghosh
Professor, Department of Electrical and Computer Engineering
Yan Leng
Assistant Professor
Leqi Liu
Assistant Professor
Purnamrita Sarkar
Associate Professor
Atlas Wang
Assistant Professor, Cockrell School of Engineering
Mingyuan Zhou
Professor