General Areas of Research

Algorithms

Primary:
Eliezer Upfal
Secondary:
John E Savage

Algorithms and Theory

Pedro F Felzenszwalb, Sorin Istrail, Serdar Kadioglu, Philip Klein, Tim Nelson, Franco Preparata, Benjamin J Raphael, Roberto Tamassia

Artificial Intelligence

Primary:
Stephen Bach, Michael J Black, Eugene Charniak, Thomas L Dean, Carsten Eickhoff, Pedro F Felzenszwalb, Amy R Greenwald, James H Hays, Serdar Kadioglu, George D Konidaris, Michael L. Littman, Yoonseon Oh, Ellie Pavlick, Daniel F Potter, Daniel C Ritchie, Erik B Sudderth, Stefanie A Tellex
Secondary:
Tom Sgouros

Computational Biology

Primary:
Thomas L Dean, Sorin Istrail, David H. Laidlaw, Mark E Nadel, Franco Preparata, Sohini Ramachandran, Benjamin J Raphael
Secondary:
Eliezer Upfal

Computer Systems

R. Iris Bahar, Theophilus A Benson, Thomas W Doeppner, Rodrigo Fonseca, Vasileios Kemerlis, Sherief Reda, Alan M Usas

Computer Vision

Michael J Black, Thomas L Dean, Pedro F Felzenszwalb, Daniel C Ritchie, James H Tompkin

Computing Education

Roger B Blumberg, Kathi Fisler, Alan M Usas

Data Science

Primary:
Stephen Bach, Roger B Blumberg, Bruce Donald Campbell, Ugur Cetintemel, Carsten Eickhoff, Pedro F Felzenszwalb, Jeff Huang, David H. Laidlaw, Ellie Pavlick, Sohini Ramachandran, Matteo Riondato, Roberto Tamassia, Eliezer Upfal
Secondary:
Tom Sgouros

Database Systems

Carsten Binnig, Ugur Cetintemel, Tim K Kraska, Stanley B Zdonik

Distributed Systems

Theophilus A Benson, Ugur Cetintemel, Rodrigo Fonseca, Maurice P Herlihy, Stanley B Zdonik

Graphics and Visualization

Michael J Black, Bruce Donald Campbell, James H Hays, John F Hughes, David H. Laidlaw, Joseph J Laviola, Barbara J. Meier, Daniel F Potter, Steven P Reiss, Daniel C Ritchie, Tom Sgouros, James H Tompkin, Andries van Dam

Human-Computer Interaction

Roger B Blumberg, Bruce Donald Campbell, Thomas L Dean, Jeff Huang, Shriram Krishnamurthi, David H. Laidlaw, Joseph J Laviola, Daniel F Potter, Steven P Reiss, Donald L Stanford, James H Tompkin

Machine Learning

Stephen Bach, Michael J Black, Eugene Charniak, Thomas L Dean, Carsten Eickhoff, Pedro F Felzenszwalb, Amy R Greenwald, Serdar Kadioglu, George D Konidaris, Michael L. Littman, Yoonseon Oh, Ellie Pavlick, Daniel F Potter, Sohini Ramachandran, Daniel C Ritchie, Erik B Sudderth, Stefanie A Tellex, Eliezer Upfal

Networking

Theophilus A Benson, Rodrigo Fonseca, Shriram Krishnamurthi, Tim Nelson

Programming Languages

Kathi Fisler, Shriram Krishnamurthi, Tim Nelson

Robotics

R. Iris Bahar, Thomas L Dean, Ian Gonsher, George D Konidaris, Joseph J Laviola, Michael L. Littman, Yoonseon Oh, Stefanie A Tellex

Security

Primary:
Subarna Shakya
Secondary:
Eliezer Upfal

Security and Cryptography

Seny F Kamara, Vasileios Kemerlis, Shriram Krishnamurthi, Anna A Lysyanskaya, Tarik Moataz, Bernardo Palazzi, Steven P Reiss, Donald L Stanford, Roberto Tamassia, Alan M Usas

Software Engineering

Shriram Krishnamurthi, Daniel F Potter, Steven P Reiss

Theory

Primary:
Caroline J Klivans
Secondary:
John E Savage

Specialized Areas of Research

Algorithmic Game Theory

Amy R Greenwald

Cloud Computing

Subarna Shakya

Computational Finance

Eliezer Upfal

Computer Architecture

R. Iris Bahar, Sherief Reda

Deep Learning

Primary:
Eugene Charniak, Thomas L Dean, Sherief Reda, Daniel C Ritchie
Secondary:
Eliezer Upfal

Design

Adam S Blumenthal, Ian Gonsher, Jeff Huang, David H. Laidlaw, Steven P Reiss

Formal Methods

Primary:
Kathi Fisler, Shriram Krishnamurthi, Steven P Reiss
Secondary:
Mark E Nadel

Natural Language Processing

Thomas L Dean, Carsten Eickhoff, Ellie Pavlick

Randomized Algorithms and Probabilistic Analysis

Primary:
Eliezer Upfal
Secondary:
Matteo Riondato

Reinforcement Learning

Thomas L Dean, Amy R Greenwald, Michael L. Littman

Security Policy

Timothy H Edgar, John E Savage