Faculty

Tim Althoff
CSE2 313
althoffcs.washington.edu
Data Science, Data Management & Visualization, Human-Computer Interaction & Accessible Technology, Machine Learning, Natural Language Processing
Data Science, Data Mining, Social Network Analysis, Natural Language Processing
Jeffrey Bilmes
EEB-418
bilmescs.washington.edu
Adjunct, Electrical & Computer Engineering
Artificial Intelligence, Data Science, Data Management & Visualization, Machine Learning, Natural Language Processing

Machine learning, speech/language/bioinformatics/music, submodularity & discrete optimization

Byron Boots
CSE2 210
bbootscs.washington.edu
Artificial Intelligence, Machine Learning, Robotics
Fundamental and applied research at the intersection of artificial intelligence, machine learning, and robotics
Yejin Choi
CSE 578
yejincs.washington.edu
Artificial Intelligence, Machine Learning, Natural Language Processing
Natural language processing
Pedro Domingos
CSE 648
pedrodcs.washington.edu
Artificial Intelligence, Data Science, Data Management & Visualization, Machine Learning, Natural Language Processing

Machine learning, artificial intelligence, data science

Oren Etzioni
CSE2 312
etzionics.washington.edu
Artificial Intelligence, Machine Learning, Natural Language Processing

Artificial intelligence, web search

Ali Farhadi
CSE2 203
alics.washington.edu
Artificial Intelligence, Computer Graphics, Vision, Animation, & Game Science, Machine Learning

Computer vision, machine learning

Maryam Fazel
mfazelee.washington.edu
Adjunct, Electrical & Computer Engineering
Artificial Intelligence, Machine Learning, Robotics

Convex optimization; systems and control theory

Dieter Fox
CSE2 204
foxcs.washington.edu
Artificial Intelligence, Machine Learning, Robotics

Robotics, artificial intelligence, activity recognition

Emily Fox
CSE2 343
ebfoxcs.washington.edu
Artificial Intelligence, Machine Learning
Large-scale Bayesian dynamic modeling and computations
Carlos Guestrin
CSE2 336
guestrincs.washington.edu
Artificial Intelligence, Machine Learning
Machine learning
Hannaneh Hajishirzi
CSE 470
hannanehcs.washington.edu
Artificial Intelligence, Machine Learning, Natural Language Processing
Natural Language Processing, Artificial Intelligence, Machine Learning
Zaid Harchaoui
PDL B-314
zaiduw.edu
Adjunct, Statistics
Machine Learning
Machine learning, mathematical optimization, statistical hypothesis testing, computer vision, and signal processing.
Kevin Jamieson
CSE2 340
jamiesoncs.washington.edu
Artificial Intelligence, Machine Learning, Theory of Computation

Machine learning, active learning, continuous and discrete optimization, multi-armed bandits, machine learning software systems

Sham Kakade
CSE2 303
shamcs.washington.edu
Artificial Intelligence, Machine Learning, Theory of Computation
Large scale computational methods for statistics, machine learning, signal processing
Su-In Lee
CSE 536
suinleecs.washington.edu
Artificial Intelligence, Computational & Synthetic Biology, Machine Learning

Computational biology - precision medicine, network biology, genetics of complex traits; Machine learning - interpretability, feature selection, structure learning

Marina Meila
CSE346
mmpstat.washington.edu
Adjunct, Statistics
Artificial Intelligence, Machine Learning

Statistical learning algorithms

Jamie Morgenstern
CSE2 316
jamiemmtcs.washington.edu
Machine Learning, Theory of Computation
Social impact of machine learning and how social behavior influences decision-making systems
William Noble
Genome Sciences
william-nobleuw.edu
Adjunct, Genome Sciences
Artificial Intelligence, Machine Learning

Development of machine learning techniques for molecular biology

Sewoong Oh
CSE2 207
sewoongcs.washington.edu
Artificial Intelligence, Machine Learning, Security & Privacy, Theory of Computation
Theory and practice of machine learning, including generative adversarial networks, differential privacy, anonymous messaging, crowdsourcing, and ranking
Mari Ostendorf
moee.washington.edu
Adjunct, Electrical & Computer Engineering
Machine Learning

Signal and image processing

Rajesh P. N. Rao
raocs.washington.edu
Artificial Intelligence, Computational & Synthetic Biology, Machine Learning, Robotics

Computational neuroscience, artificial intelligence, brain-computer interfaces

Lillian Ratliff
ratliffluw.edu
Adjunct, Electrical & Computer Engineering
Artificial Intelligence, Machine Learning, Theory of Computation
Machine learning, game theory, decision-making, optimization, artificial intelligence
Alexander Ratner
ajratnergmail.com
Arriving Fall 2020
Data Science, Data Management & Visualization, Machine Learning
Algorithmic, theoretical, and systems-related techniques for creating and managing training datasets with weak supervision
Chirag Shah
chiragsuw.edu
Adjunct, Information School
Artificial Intelligence, Data Science, Data Management & Visualization, Machine Learning
Artificial intelligence, machine learning, data science, information retrieval
Linda Shapiro
CSE 634
shapirocs.washington.edu
Artificial Intelligence, Computational & Synthetic Biology, Computer Graphics, Vision, Animation, & Game Science, Machine Learning

Computer vision, multimedia retrieval, biomedical informatics

Noah Smith
nasmithcs.washington.edu
Artificial Intelligence, Machine Learning, Natural Language Processing
Natural language processing
Werner Stuetzle
wxsstat.washington.edu
Adjunct, Statistics
Machine Learning

Computational and graphical methods in multivariate analysis

Daniel S. Weld
CSE 588 (Zoom: <a href='https://washington.zoom.us/s/5348583561'>5348583561</a>)
weldcs.washington.edu
Artificial Intelligence, Data Science, Data Management & Visualization, Human-Computer Interaction & Accessible Technology, Machine Learning

Artificial intelligence, human computer interaction, natural language processing

Faculty (non-CSE)

Luca Cazzanti
lucagcu.washington.edu
Machine Learning
Andrew Connolly
ajcastro.washington.edu
Machine Learning
Adrian Dobra
adobrau.washington.edu
Machine Learning
Mathias Drton
Padelford Hall A-317
md5uw.edu
Statistics
Machine Learning
graphical models, algebraic statistics, and model selection
Adrian E Raftery
rafteryu.washington.edu
Machine Learning
Daniela Witten
dwittenu.washington.edu
Machine Learning

Affiliate Faculty

Liefeng Bo
CSE446
lfbcs.washington.edu
Artificial Intelligence, Machine Learning, Robotics, Robotics and State Estimation Lab
Machine Learning, Computer Vision, Robotics
Emanuel Todorov
CSE 434
todorovcs.washington.edu
Artificial Intelligence, Machine Learning, Robotics

Intelligent control in biology and engineering

Postdocs

Julian Katz-Samuels
jkatzsamcs.washington.edu
Machine Learning
Mattheaus Kleindessner
CSE2 319
mk1572cs.washington.edu
Machine Learning
Ramya Korlakai Vinayak
CSE270
ramyacs.washington.edu
Machine Learning
Maximilian Schleich
schleichcs.washington.edu
Machine Learning

Graduate Students (CSE)

Gagan Bansal
CSE382
bansalgcs.washington.edu
Artificial Intelligence, Machine Learning
Justin M Bare
CSE410
jbarecs.washington.edu
Artificial Intelligence, Machine Learning
Computational cognitive/neuro science
Antoine Bosselut
CSE 510
antoinebcs.washington.edu
Artificial Intelligence, Machine Learning
Safiye Celik
CSE 503
safiyecs.washington.edu
Artificial Intelligence, Computational & Synthetic Biology, Machine Learning
Machine Learning, Computational Biology
Tianqi Chen
CSE 402
tqchencs.washington.edu
Artificial Intelligence, Machine Learning
Michael Jae-Yoon Chung
CSE482
mjyccs.washington.edu
Artificial Intelligence, Human-Computer Interaction & Accessible Technology, Machine Learning, Robotics
human-robot interaction, machine learning, brain-computer interface
Justin Huang
jstncs.washington.edu
Artificial Intelligence, Machine Learning
Mandar Joshi
mandar90cs.washington.edu
Artificial Intelligence, Machine Learning
natural language processing, machine learning
Mitchell Koch
CSE374
mkochcs.washington.edu
Artificial Intelligence, Machine Learning
Machine learning, artificial intelligence, natural language processing, information extraction
Aapo Kyrola
akyrolacs.washington.edu
Machine Learning
George Mulcaire
CSE 394
gmulccs.washington.edu
Artificial Intelligence, Machine Learning
Natural language processing, artificial intelligence
Maarten Sap
msapcs.washington.edu
Artificial Intelligence, Machine Learning
Natural Language Processing, Computational Social Science
Sam Thomson
CSE 390
samtcs.washington.edu
Artificial Intelligence, Machine Learning

I'm interested in natural language understanding. My research is aimed at learning to automatically map natural language sentences to graph representations of their meaning, ideally in a way that works well for a broad variety of domains and languages.

W Austin Webb
CSE524
webbcs.washington.edu
Artificial Intelligence, Machine Learning
yanchuan (yc) sim
CSE 382
yanchuancs.washington.edu
PhD in residence
Machine Learning
computational social science, nlp for politics

Non-CSE Grad Students

Rishabh Iyer
rkiyeru.washington.edu
Machine Learning
Discrete optimization. Specifically, submodularity and machine learning

Undergraduate Researchers

Matthew Bryan
CSE 286
mmattbcs.washington.edu
Artificial Intelligence, Machine Learning
Application of machine learning techniques to the brain-computer interface (BCI) domain. This includes hierarchical task modelling (HBCIs), and the use of POMDPs for optimal data collection.
Maxwell Forbes
mbforbescs.washington.edu
Artificial Intelligence, Machine Learning, Robotics
Stefan Martin
CSE 286
stefan7uw.edu
Artificial Intelligence, Machine Learning
Spatial filtering for the brain-computer interface (BCI) domain.

Alumni

Liefeng Bo
CSE446
lfbcs.washington.edu
Intel Labs
Artificial Intelligence, Machine Learning, Robotics, Robotics and State Estimation Lab
Machine Learning, Computer Vision, Robotics
Brian D Ferris
CSE394
bdferriscs.washington.edu
Artificial Intelligence, Machine Learning
Thomas Lin
CSE506
tlincs.washington.edu
Artificial Intelligence, Machine Learning
Xu Miao
CSE444
xmcs.washington.edu
Artificial Intelligence, Machine Learning