General Areas of Research
Algorithms
- Primary:
- Eliezer Upfal
- Secondary:
- John E Savage
Algorithms and Theory
Lorenzo De Stefani,
Pedro F Felzenszwalb,
Shahrzad Haddadan,
Sorin Istrail,
Serdar Kadioglu,
Philip Klein,
Tim Nelson,
Franco Preparata,
Benjamin J Raphael,
Roberto Tamassia
Artificial Intelligence
- Primary:
- Stephen Bach, Eugene Charniak, Thomas L Dean, Carsten Eickhoff, Pedro F Felzenszwalb, Amy R Greenwald, James H Hays, Serdar Kadioglu, George D Konidaris, Michael L. Littman, Ellie Pavlick, Daniel F Potter, Daniel C Ritchie, Erik B Sudderth, Chen Sun, 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, Ritambhara Singh
- Secondary:
- Eliezer Upfal
Computer Systems
R. Iris Bahar,
Theophilus A Benson,
Thomas W Doeppner,
Rodrigo Fonseca,
Vasileios Kemerlis,
Sherief Reda,
Malte Schwarzkopf,
Alan M Usas
Computer Vision
Thomas L Dean,
Pedro F Felzenszwalb,
Daniel C Ritchie,
Chen Sun,
James H Tompkin
Computing Education
Kathi Fisler,
Shriram Krishnamurthi,
Alan M Usas,
Doug Woos
Data Science
- Primary:
- Stephen Bach, 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:
- Shahrzad Haddadan, Tom Sgouros
Database Systems
- Primary:
- Carsten Binnig, Ugur Cetintemel, Tim K Kraska, Stanley B Zdonik
- Secondary:
- Malte Schwarzkopf
Distributed Systems
Theophilus A Benson,
Ugur Cetintemel,
Rodrigo Fonseca,
Maurice P Herlihy,
Malte Schwarzkopf,
Doug Woos,
Stanley B Zdonik
Graphics and Visualization
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
- Primary:
- Adam Blumenthal, 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, Ernesto R Zaldivar
- Secondary:
- Norm Meyrowitz
Machine Learning
- Primary:
- Stephen Bach, Eugene Charniak, Thomas L Dean, Carsten Eickhoff, Pedro F Felzenszwalb, Serdar Kadioglu, George D Konidaris, Michael L. Littman, Ellie Pavlick, Daniel F Potter, Sohini Ramachandran, Daniel C Ritchie, Ritambhara Singh, Erik B Sudderth, Chen Sun, Stefanie A Tellex, Eliezer Upfal
- Secondary:
- Lorenzo De Stefani
Networking
Theophilus A Benson,
Rodrigo Fonseca,
Shriram Krishnamurthi,
Tim Nelson
Programming Languages
Kathi Fisler,
Shriram Krishnamurthi,
Tim Nelson,
Doug Woos
Robotics
R. Iris Bahar,
Thomas L Dean,
Ian Gonsher,
George D Konidaris,
Joseph J Laviola,
Michael L. Littman,
Stefanie A Tellex
Security
- Primary:
- Ernesto R Zaldivar
- 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,
Norm Meyrowitz,
Daniel F Potter,
Steven P Reiss
Theory
John E Savage
Specialized Areas of Research
Algorithmic Game Theory
Amy R Greenwald
Computational Finance
Eliezer Upfal
Computer Architecture
R. Iris Bahar,
Sherief Reda
Deep Learning
- Primary:
- Eugene Charniak, Thomas L Dean, Carsten Eickhoff, Sherief Reda, Daniel C Ritchie, Ritambhara Singh, Chen Sun
- Secondary:
- Eliezer Upfal
Design
Adam Blumenthal,
Ian Gonsher,
Jeff Huang,
David H. Laidlaw,
Steven P Reiss
Formal Methods
- Primary:
- Kathi Fisler, Shriram Krishnamurthi, Tim Nelson, Steven P Reiss
- Secondary:
- Mark E Nadel
Multi-Agent Systems
Amy R Greenwald
Natural Language Processing
Thomas L Dean,
Carsten Eickhoff,
Ellie Pavlick
Randomized Algorithms and Probabilistic Analysis
- Primary:
- Eliezer Upfal
- Secondary:
- Lorenzo De Stefani, Matteo Riondato
Reinforcement Learning
Thomas L Dean,
Amy R Greenwald,
Michael L. Littman
Security Policy
Timothy H Edgar,
John E Savage,
Ernesto R Zaldivar
