Machine Learning

Core Faculty

Jeff
Jeffrey Bilmes
Electrical Engineering
bilmesee.washington.edu

Machine learning, speech/language/bioinformatics/music, submodularity & discrete optimization
Pedro Domingos
pedrodcs.washington.edu

Machine learning, artificial intelligence, data mining
Ali Farhadi
Ali Farhadi
alics.washington.edu  

Computer vision, machine learning
Emily Fox
ebfoxcs.washington.edu  
Carlos Guestrin
guestrincs.washington.edu
Machine Learning
Su-In Lee
suinleecs.washington.edu

Machine learning, computational biology, medicine
Lee lab website
Mausam
mausamcs.washington.edu

Artificial intelligence: natural language processing, automated planning, applications to crowdsourcing.
Marina Meila
Statistics
mmpstat.washington.edu

Statistical learning algorithms
William Noble
Genome Sciences
william-nobleuw.edu

Development of machine learning techniques for molecular biology
Ben Taskar
Boeing Associate Professor
taskarcs.washington.edu  

Machine learning, natural language processing and computer vision
Emanuel Todorov
todorovcs.washington.edu

Intelligent control in biology and engineering
Daniel S. Weld
weldcs.washington.edu

Artificial intelligence, internet systems, human computer interaction
Luke Zettlemoyer
lszcs.washington.edu

Natural language processing, artificial intelligence, machine learning

Affiliate Faculty and Research Scientists

Liefeng Bo
Intel Labs
lfbcs.washington.edu
Machine Learning, Computer Vision, Robotics
Luca Cazzanti
Applied Physics Lab
lucagcu.washington.edu  
Andrew Connolly
Astronomy
ajcastro.washington.edu  
Adrian Dobra
Statistics, Nursing
adobrau.washington.edu  
Oren Etzioni
etzionics.washington.edu

Artificial intelligence, web search
Maryam Fazel
Electrical Engineering
mfazelee.uw.edu  

Convex optimization; systems and control theory
James Fogarty
jfogartycs.washington.edu

Human computer interaction, ubiquitous computing
Dieter Fox
foxcs.washington.edu

Robotics, artificial intelligence, activity recognition
Hannaneh Hajishirzi
hannanehcs.washington.edu
Natural Language Processing, Artificial Intelligence, Machine Learning
Peter Hoff
Statistics, Biostatistics
pdhoffuw.edu  
Ira Kalet
Radiation Oncology, Emeritus
ikaletuw.edu  

Medical applications of artificial intelligence, computer graphics, interface design
Jeffrey Kim
INSER
jykimuw.edu  
Katrin Kirchhoff
Electrical Engineering
katrinee.washington.edu  

Speech recognition, machine translations
Douglas Martin
Statistics
dougstat.washington.edu  
Tyler H McCormick
Statistics
tylermcuw.edu  
Vladimir Minin
Statistics
vmininu.washington.edu  
Adrian E Raftery
Statistics, Sociology
rafteryu.washington.edu  
Rajesh Rao
raocs.washington.edu

Computational neuroscience, humanoid robotics, brain-computer interfaces
Thomas Richardson
Statistics
thomasru.washington.edu  
Linda Shapiro
shapirocs.washington.edu

Computer vision, multimedia retrieval, biomedical informatics
Werner Stuetzle
Stastics
wxsstat.washington.edu  

Computational and graphical methods in multivariate analysis
Emanuel Todorov
todorovcs.washington.edu

Intelligent control in biology and engineering
Daniela Witten
Biostatistics
dwittenu.washington.edu  

Postdoctoral Researchers

Ferhat Ay
Ferhat Ay
ferhatayuw.edu  
computational biology, epigenomics, biological networks
Michael M. Hoffman
(Genome Sciences)
mmh1uw.edu

computational genomics, bioinformatics, dynamic Bayesian networks
Mathias Niepert
mniepertcs.washington.edu
Ajit P. Singh
ajitee.washington.edu

computational biology and machine learning

Graduate Students

Yoav Artzi
yoavcs.washington.edu
Justin M Bare
jbarecs.washington.edu
Computational cognitive/neuro science
Safiye Celik
safiyecs.washington.edu
Machine Learning, Computational Biology
Janara M Christensen
janaracs.washington.edu
Michael Jae-Yoon Chung
mjyccs.washington.edu
machine learning, human-robot interaction, brain-computer interface
Anthony J Fader
afadercs.washington.edu
Nicholas FitzGerald
nfitzcs.washington.edu  
Abram L Friesen
afriesencs.washington.edu
Robert C Gens
rcgcs.washington.edu
Ben Hixon
bhixoncs.washington.edu  
Justin Huang
Justin Huang
jstncs.washington.edu  
Yanping Huang
huangypcs.washington.edu
Chloe M Kiddon
chloecs.washington.edu
Mitchell Koch
mkochcs.washington.edu
Machine learning, artificial intelligence, natural language processing, information extraction
Andrey V Kolobov
akolobovcs.washington.edu
Maxwell Libbrecht
maxwlcs.washington.edu
Image of Christopher H. Lin
Christopher H. Lin
chrislincs.washington.edu  
Artificial Intelligence, Probabilistic Planning, Reinforcement Learning, Decision Theory
Xiao Ling
xiaolingcs.washington.edu
Karthik Narayanan Mohan
(EE)
karnauw.edu  
Aniruddh Nath
nathcs.washington.edu
Alan Ritter
arittercs.washington.edu
Yuyin Sun
sunyuyincs.washington.edu
Robotics, Computer Vision, Machine Learning
W Austin Webb
webbcs.washington.edu
Shulin (Lynn) Yang
yangcs.washington.edu
Congle Zhang
clzhangcs.washington.edu  

ML Alumni

Corin Anderson (Google)
Michele Banko (Microsoft)
Jesse Davis (KU Leuven)
Doug Downey (Northwestern)
Krzysztof Z Gajos (Harvard)
Vibhav Gogate (UT Dallas)
Stanley Kok (UMaryland - CSE)
Tessa Lau (IBM)
Thomas Lin (Microsoft)
Daniel Lowd (UOregon - CIS)
Xu Miao (Microsoft)
Ana-Maria Popescu (Yahoo!)
Stefan Schoenmackers (Decide)
Richard Segal (IBM)
Parag Singla (IIT Delhi - CSE)
Laurie Spencer (CSE)
Fei Wu (Google)
Danny Wyatt (Google)
Last changed Mon, 2012-03-12 15:05
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