Machine Learning | Computer Science & Engineering

Faculty

CSE2 313

althoff

cs.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

bilmes

cs.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

Yejin Choi

CSE 578

yejin

cs.washington.edu

Artificial Intelligence, Machine Learning, Natural Language Processing

Natural language processing

Pedro Domingos

CSE 648

pedrod

cs.washington.edu

Artificial Intelligence, Data Science, Data Management & Visualization, Machine Learning, Natural Language Processing

Machine learning, artificial intelligence, data science

Oren Etzioni

CSE2 312

etzioni

cs.washington.edu

Artificial Intelligence, Machine Learning, Natural Language Processing

Artificial intelligence, web search

Ali Farhadi

CSE2 203

ali

cs.washington.edu

Artificial Intelligence, Computer Graphics, Vision, Animation, & Game Science, Machine Learning

Computer vision, machine learning

Maryam Fazel

mfazel

ee.washington.edu

Adjunct, Electrical & Computer Engineering

Artificial Intelligence, Machine Learning, Robotics

Convex optimization; systems and control theory

Dieter Fox

CSE2 204

fox

cs.washington.edu

Artificial Intelligence, Machine Learning, Robotics

Robotics, artificial intelligence, activity recognition

Emily Fox

CSE2 343

ebfox

cs.washington.edu

Artificial Intelligence, Machine Learning

Large-scale Bayesian dynamic modeling and computations

Carlos Guestrin

CSE2 336

guestrin

cs.washington.edu

Artificial Intelligence, Machine Learning

Machine learning

Hannaneh Hajishirzi

CSE 470

hannaneh

cs.washington.edu

Artificial Intelligence, Machine Learning, Natural Language Processing

Natural Language Processing, Artificial Intelligence, Machine Learning

Zaid Harchaoui

PDL B-314

zaid

uw.edu

Adjunct, Statistics

Machine Learning

Machine learning, mathematical optimization, statistical hypothesis testing, computer vision, and signal processing.

Kevin Jamieson

CSE2 340

jamieson

cs.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

sham

cs.washington.edu

Artificial Intelligence, Machine Learning, Theory of Computation

Large scale computational methods for statistics, machine learning, signal processing

Katrin Kirchhoff

katrin

ee.washington.edu

Adjunct, Electrical & Computer Engineering

Artificial Intelligence, Machine Learning

Speech recognition, machine translations

Su-In Lee

CSE 536

suinlee

cs.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

mmp

stat.washington.edu

Adjunct, Statistics

Artificial Intelligence, Machine Learning

Statistical learning algorithms

William Noble

Genome Sciences

william-noble

uw.edu

Adjunct, Genome Sciences

Artificial Intelligence, Machine Learning

Development of machine learning techniques for molecular biology

Sewoong Oh

CSE2 207

sewoong

cs.washington.edu

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

ee.washington.edu

Adjunct, Electrical & Computer Engineering

Machine Learning

Signal and image processing

Linda Shapiro

CSE 634

shapiro

cs.washington.edu

Artificial Intelligence, Computational & Synthetic Biology, Computer Graphics, Vision, Animation, & Game Science, Machine Learning

Computer vision, multimedia retrieval, biomedical informatics

Noah Smith

nasmith

cs.washington.edu

Artificial Intelligence, Machine Learning, Natural Language Processing

Natural language processing

Werner Stuetzle

wxs

stat.washington.edu

Adjunct, Statistics

Machine Learning

Computational and graphical methods in multivariate analysis

Daniel S. Weld

CSE 588

weld

cs.washington.edu

Artificial Intelligence, Data Science, Data Management & Visualization, Human-Computer Interaction & Accessible Technology, Machine Learning

Artificial intelligence, internet systems, human computer interaction, natural language processing

Luke Zettlemoyer

CSE 658

lsz

cs.washington.edu

Artificial Intelligence, Machine Learning, Natural Language Processing

Faculty (non-CSE)

Luca Cazzanti

lucagc

u.washington.edu

Machine Learning

Andrew Connolly

ajc

astro.washington.edu

Machine Learning

Adrian Dobra

adobra

u.washington.edu

Machine Learning

Mathias Drton

Padelford Hall A-317

md5

uw.edu

Statistics

Machine Learning

graphical models, algebraic statistics, and model selection

Jeffrey Kim

jykim

uw.edu

Machine Learning

Tyler H McCormick

tylermc

uw.edu

Machine Learning

Adrian E Raftery

raftery

u.washington.edu

Machine Learning

Thomas Richardson

thomasr

u.washington.edu

Artificial Intelligence, Machine Learning

Daniela Witten

dwitten

u.washington.edu

Machine Learning

Fei Xia

fxia

uw.edu

Machine Learning

Meliha Yetisgen-Yildiz

melihay

uw.edu

Machine Learning

Affiliate Faculty

Liefeng Bo

CSE446

lfb

cs.washington.edu

Artificial Intelligence, Machine Learning, Robotics, Robotics and State Estimation Lab

Machine Learning, Computer Vision, Robotics

Emanuel Todorov

CSE 434

todorov

cs.washington.edu

Artificial Intelligence, Machine Learning, Robotics

Intelligent control in biology and engineering

Postdocs

Lalit Jain

CSE276

lalitj

cs.washington.edu

Machine Learning

Ramya Korlakai Vinayak

CSE270

ramya

cs.washington.edu

Machine Learning

Jungseul Ok

ockjs

cs.washington.edu

Machine Learning

Graduate Students (CSE)

Gagan Bansal

CSE382

bansalg

cs.washington.edu

Artificial Intelligence, Machine Learning

Justin M Bare

CSE410

jbare

cs.washington.edu

Artificial Intelligence, Machine Learning

Computational cognitive/neuro science

Antoine Bosselut

CSE 510

antoineb

cs.washington.edu

Artificial Intelligence, Machine Learning

Jonathan Bragg

jbragg

cs.washington.edu

Artificial Intelligence, Human-Computer Interaction & Accessible Technology, Machine Learning

Safiye Celik

CSE 503

safiye

cs.washington.edu

Artificial Intelligence, Computational & Synthetic Biology, Machine Learning

Machine Learning, Computational Biology

Tianqi Chen

CSE 402

tqchen

cs.washington.edu

Artificial Intelligence, Machine Learning

Eunsol Choi

eunsol

cs.washington.edu

Artificial Intelligence, Machine Learning

Michael Jae-Yoon Chung

CSE482

mjyc

cs.washington.edu

Artificial Intelligence, Human-Computer Interaction & Accessible Technology, Machine Learning, Robotics

human-robot interaction, machine learning, brain-computer interface

Nicholas FitzGerald

nfitz

cs.washington.edu

Artificial Intelligence, Machine Learning, Robotics

Luheng He

luheng

cs.washington.edu

Artificial Intelligence, Machine Learning

Justin Huang

jstn

cs.washington.edu

Artificial Intelligence, Machine Learning

Srinivasan Iyer

CSE 402

sviyer

cs.stanford.edu

Data Science, Data Management & Visualization, Machine Learning

Mandar Joshi

mandar90

cs.washington.edu

Artificial Intelligence, Machine Learning

natural language processing, machine learning

Mitchell Koch

CSE374

mkoch

cs.washington.edu

Artificial Intelligence, Machine Learning

Machine learning, artificial intelligence, natural language processing, information extraction

Aapo Kyrola

akyrola

cs.washington.edu

Machine Learning

Angli Liu

CSE414

anglil

cs.washington.edu

Artificial Intelligence, Human-Computer Interaction & Accessible Technology, Machine Learning

George Mulcaire

CSE 394

gmulc

cs.washington.edu

Artificial Intelligence, Machine Learning

Natural language processing, artificial intelligence

Maarten Sap

msap

cs.washington.edu

Artificial Intelligence, Machine Learning

Natural Language Processing, Computational Social Science

Sam Thomson

CSE 390

samt

cs.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

webb

cs.washington.edu

Artificial Intelligence, Machine Learning

Congle Zhang

clzhang

cs.washington.edu

Artificial Intelligence, Machine Learning

yanchuan (yc) sim

CSE 382

yanchuan

cs.washington.edu

PhD in residence

Machine Learning

computational social science, nlp for politics

Non-CSE Grad Students

Rishabh Iyer

rkiyer

u.washington.edu

Machine Learning

Discrete optimization. Specifically, submodularity and machine learning

Karthik Narayanan Mohan

karna

uw.edu

Artificial Intelligence, Machine Learning

Undergraduate Researchers

Matthew Bryan

CSE 286

mmattb

cs.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

mbforbes

cs.washington.edu

Artificial Intelligence, Machine Learning, Robotics

Stefan Martin

CSE 286

stefan7

uw.edu

Artificial Intelligence, Machine Learning

Spatial filtering for the brain-computer interface (BCI) domain.