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Researchers

188 Pubs
Cited by 4794
Co-authors 301
Finale Doshi
Finale Doshi
Massachusetts Institute of Technology
Massachusetts Institute of Technology

United States

machine learningclinical informatics
26 Pubs
Cited by 1924
Co-authors 76
Angela Fan
Angela Fan
Facebook
Facebook

United States

natural language processing
Cited by 1516
Luke Miratrix
Luke Miratrix
Harvard University
Harvard University

United States

causalitytext analysis
2 Pubs
Cited by 47
Co-authors 19
David Wihl
David Wihl
Harvard University
Harvard University

United States

reinforcement learningmachine learning
115 Pubs
Cited by 3967
Co-authors 497
Steffen Udluft
Steffen Udluft
Siemens
Siemens

Germany

reinforcement learningneural networksparticle physics
Cited by 49443
Isaac Kohane
Isaac Kohane
Harvard University
Harvard University

United States

bioinformaticsautismcancerfunctional genomicselectronic health records
Cited by 42
Russell Kunes
Russell Kunes
Columbia University
Columbia University

United States

statistics
31 Pubs
Cited by 607
Co-authors 62
Ofra Amir
Ofra Amir
Technion – Israel Institute of Technology
Technion – Israel Institute of Technology

Israel

artificial intelligencehuman-computer interactionintelligent user interfacesmulti-agent systemsdecision-making
3 Pubs
Cited by 39
Co-authors 23
Srivatsan Srinivasan
Srivatsan Srinivasan
Harvard University
Harvard University

United States

deep learningreinforcement learningbayesian methodsprobabilistic ml
8 Pubs
Cited by 223
Co-authors 12
Stefan Depeweg
Stefan Depeweg
Siemens
Siemens

Germany

machine learningneural networksreinforcement learningbayesian inference
Cited by 5940
Maurizio Zazzi
Maurizio Zazzi
University of Siena
University of Siena

Italy

virology
Cited by 137
Lifeng Jin
Lifeng Jin
Wake Forest Institute for Regenerative Medicine
Wake Forest Institute for Regenerative Medicine
computational linguistics
120 Pubs
Cited by 5808
Co-authors 129
Erik B. Sudderth
Erik B. Sudderth
University of California, Irvine
University of California, Irvine

United States

machine learningcomputer visionstatisticsbayesian nonparametricssignal processing
Cited by 725
Lane Schwartz
Lane Schwartz
Columbia University Medical Center
Columbia University Medical Center

United States

machine translationprogramming languagesunsupervised grammar inductionfield linguisticsdocumenting endangered languages
148 Pubs
Cited by 3889
Co-authors 267
George Konidaris
George Konidaris
Brown University
Brown University

United States

artificial intelligencemachine learningreinforcement learningrobotics
198 Pubs
Cited by 4422
Co-authors 260
A. Aldo Faisal
A. Aldo Faisal
Imperial College London
Imperial College London

United Kingdom

ai for healthcarereinforcement learningneurotechnologycomputational neurosciencebehavior analytics
178 Pubs
Cited by 8961
Co-authors 193
Samuel Gershman
Samuel Gershman
Harvard University
Harvard University

United States

computational neurosciencecognitive sciencemachine learning
28 Pubs
Cited by 258
Co-authors 38
Mike Wu
Mike Wu
Stanford University
Stanford University

United States

machine learningartificial intelligencegraphical modelsgenerative modelsapproximate inference
26 Pubs
Cited by 385
Co-authors 62
Joseph Futoma
Joseph Futoma
Harvard University
Harvard University

United States

machine learning for healthcarehealth informaticsmachine learningartificial intelligence
148 Pubs
Cited by 5301
Co-authors 240
Volker Roth
Volker Roth
University of Basel
University of Basel

Switzerland

machine learningbiomedical data analysis
Cited by 7
Yaniv Yacoby
Yaniv Yacoby
Hebrew University of Jerusalem
Hebrew University of Jerusalem

Israel

probabilistic machine learninguncertainty quantificationapproximate inferencebayesian latent variable modelsdeep bayesia
564 Pubs
Cited by 60419
Co-authors 1096
Zoubin Ghahramani
Zoubin Ghahramani
University of Cambridge
University of Cambridge

United Kingdom

machine learningbayesian statisticsneural networksartificial intelligence
12 Pubs
Cited by 113
Co-authors 22
Yao Liu
Yao Liu
University of Science and Technology of China
University of Science and Technology of China

China

reinforcement learningmachine learning
21 Pubs
Cited by 177
Co-authors 54
Sonali Parbhoo
Sonali Parbhoo
University of Basel
University of Basel

Switzerland

bayesian inferencecausal inferencereinforcement learninginterpretable machine learninghealth informatics
Cited by 96
Weiwei Pan
Weiwei Pan
Chinese Academy of Sciences
Chinese Academy of Sciences

United States

uncertainty estimationdeep bayesian modelsdeep generative modelsinterpretable machine learningapproximate inference
11 Pubs
Cited by 106
Co-authors 31
Jiayu Yao
Jiayu Yao
Harvard University
Harvard University

United States

reinforcement learningtransfer learningbayesian deep learning
21 Pubs
Cited by 322
Co-authors 56
Omer Gottesman
Omer Gottesman
Harvard University
Harvard University

United States

reinforcement learningmachine learningsoft matter physicssolid mechanics
35 Pubs
Cited by 660
Co-authors 57
Michael C. Hughes
Michael C. Hughes
Tufts University
Tufts University

United States

machine learningclinical informatics
177 Pubs
Cited by 4249
Co-authors 364
Emma Brunskill
Emma Brunskill

Assistant Professor of Computer Science, Stanford University

reinforcement learningmachine learningdecision making under uncertaintyonline education
438 Pubs
Cited by 21539
Co-authors 847
Nicholas Roy
Nicholas Roy

MIT

roboticsmachine learninghuman-robot interactionmicro air vehicles
4 Pubs
Cited by 27
Co-authors 6
Gabriel Hope
Gabriel Hope

PhD Student, University of California, Irvine

machine learning
277 Pubs
Cited by 13847
Co-authors 557
Peter Szolovits
Peter Szolovits

Professor of Computer Science and Engineering, MIT

medical informaticsartificial intelligence
19 Pubs
Cited by 558
Co-authors 55
Andrew Ross
Andrew Ross

PhD student, Harvard University

artificial intelligencemachine learning
Cited by 5420
Been Kim
Been Kim

Google Brain

interpretability
Cited by 34249
Roy Perlis
Roy Perlis

Massachusetts General Hospital

93 Pubs
Cited by 1093
Co-authors 327
Tim Miller
Tim Miller

Assistant Professor, Boston Childrens Hospital and Harvard Medical School

natural language processing
Cited by 6005
Jos� Miguel Hern�ndez-Lobato
Jos� Miguel Hern�ndez-Lobato

University Lecturer (US Assistant Professor) University of Cambridge

bayesian deep learningapproximate inferencedeep generative modelingautomatic molecular designreinforcement learning
Cited by 9960
Leo Anthony Celi
Leo Anthony Celi

Massachusetts Institute of Technology

84 Pubs
Cited by 881
Co-authors 420
Matthieu Komorowski
Matthieu Komorowski

MD, PhD, Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MIT

anesthesiacritical caremachine learningspace medicine
167 Pubs
Cited by 5594
Co-authors 192
Cynthia Rudin
Cynthia Rudin

Professor of Computer Science, ECE, and Statistics, Duke University

machine learninginterpretabilitydata science
Cited by 204
Isaac Lage
Isaac Lage

Harvard

57 Pubs
Cited by 476
Co-authors 61
Soumya Ghosh
Soumya Ghosh

Brown University

machine learningcomputer vision
Cited by 1053
Thomas H McCoy
Thomas H McCoy

Massachusetts General Hospital / Harvard Medical School

M Arjumand Masood
M Arjumand Masood

Marzyeh Ghassemi
Marzyeh Ghassemi

Leah Wildenger Welchons
Leah Wildenger Welchons

William Schuler
William Schuler

Melanie F Pradier
Melanie F Pradier

J Ren
J Ren

E Klampfl
E Klampfl

F Doshi-Velez
F Doshi-Velez