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AI 2000 Machine Learning Most Influential Scholars

The 2020 AI 2000 Most Influential Scholars in Machine Learning are the top 10 most cited scholars from the top venues of this field over the past 10 years (2009–2019). The top 11–100 most cited scholars are recognized as AI 2000 Most Influential Scholars Honorable Mention. The identified top venues of this field are Annual Conference on Neural Information Processing Systems(NeurIPS), International Conference on Machine Learning(ICML) and International Conference on Learning Representations(ICLR), which published 11010 papers authored by 21028 scholars between 2009 and 2019.
Chinese
Overseas Chinese
Multi journal / conference

Most Influential Scholars

views: -h-index: 60#Paper: 115#Citation: 202751
Geoffrey E. Hinton

Professor

Department of Computer Science, University of Toronto

Canada

Total citations of the selected papers: 70250
views: -h-index: 164#Paper: 592#Citation: 409858
Yoshua Bengio

Department of Computer Science and Operational Research, Université de Montréal

Canada

Total citations of the selected papers: 55930
views: -h-index: 154#Paper: 824#Citation: 255748
views: -h-index: 17#Paper: 28#Citation: 108363
views: -h-index: 23#Paper: 40#Citation: 67014
Jimmy Ba

Assistant Professor

Department of Computer Science, University of Toronto/Vector Institute

Canada

Total citations of the selected papers: 40484
views: -h-index: 22#Paper: 73#Citation: 61673
views: -h-index: 63#Paper: 140#Citation: 101035
Tomas Mikolov

Unknown

Czech Institute of Informatics, Robotics and Cybernetics

United States

Total citations of the selected papers: 27091
views: -h-index: 39#Paper: 101#Citation: 63268
Aaron Courville

Professor

Department of Computer Science and Operations Research, University of Montreal

Canada

Total citations of the selected papers: 26714
views: -h-index: 66#Paper: 241#Citation: 61589
views: -h-index: 85#Paper: 367#Citation: 152991

Most Influential Scholars Honorable Mention

views: -h-index: 38#Paper: 121#Citation: 96637
views: -h-index: 85#Paper: 288#Citation: 66089
views: -h-index: 5#Paper: 6#Citation: 1953
views: -h-index: 34#Paper: 111#Citation: 46528
views: -h-index: 74#Paper: 151#Citation: 102505
views: -h-index: 13#Paper: 24#Citation: 32012
Andrew Y. Ng

Computer Science Department, Stanford University/Landing AI/deeplearning.ai/AI Fund/Coursera/Woebot Labs Inc

United States

Total citations of the selected papers: 18631
views: -h-index: 125#Paper: 460#Citation: 166030
Kyunghyun Cho

Associate Professor

Computer Science Department, New York University/Center for Data Science, New York University

United States

Total citations of the selected papers: 17820
views: -h-index: 50#Paper: 309#Citation: 42257
views: -h-index: 17#Paper: 24#Citation: 33801
views: -h-index: 63#Paper: 95#Citation: 136387
views: -h-index: 104#Paper: 455#Citation: 142126
Ruslan Salakhutdinov

Professor

School of Computer Science, Carnegie Mellon University

United States

Total citations of the selected papers: 15827
views: -h-index: 89#Paper: 298#Citation: 82161
views: -h-index: 65#Paper: 117#Citation: 135484
Yann LeCun

Professor

New York University/Facebook

United States

Total citations of the selected papers: 15368
views: -h-index: 112#Paper: 343#Citation: 138118
views: -h-index: 28#Paper: 93#Citation: 34999
Max Welling

Professor

University of Amsterdam/Qualcomm AI Research

Netherlands

Total citations of the selected papers: 14668
views: -h-index: 75#Paper: 321#Citation: 41223
views: -h-index: 8#Paper: 14#Citation: 21787
views: -h-index: 42#Paper: 68#Citation: 39666
views: -h-index: 6#Paper: 12#Citation: 23812
views: -h-index: 8#Paper: 11#Citation: 15640
views: -h-index: 12#Paper: 22#Citation: 87209
views: -h-index: 58#Paper: 100#Citation: 67998
Pieter Abbeel

Department of Electrical Engineering and Computer Sciences, University of California, Berkeley/covariant.ai/berkeleyopenarms.org/OpenAI

United States

Total citations of the selected papers: 11629
views: -h-index: 103#Paper: 460#Citation: 46161
views: -h-index: 67#Paper: 159#Citation: 30760
views: -h-index: 14#Paper: 34#Citation: 24698
views: -h-index: 26#Paper: 45#Citation: 19787
views: -h-index: 60#Paper: 222#Citation: 29805
views: -h-index: 17#Paper: 29#Citation: 19877
Michael I. Jordan

Professor

Department of Statistics, University of California

United States

Total citations of the selected papers: 10120
views: -h-index: 169#Paper: 933#Citation: 213899
Alex Graves

Unknown

Department of Computer Science, University of Toronto/DeepMind

Canada

Total citations of the selected papers: 8908
views: -h-index: 49#Paper: 73#Citation: 42189
views: -h-index: 42#Paper: 91#Citation: 32899
views: -h-index: 14#Paper: 23#Citation: 10912
David Silver

Google DeepMind/Department of Computer ScienceLondon, University College London

United States

Total citations of the selected papers: 8121
views: -h-index: 67#Paper: 199#Citation: 54543
views: -h-index: 46#Paper: 108#Citation: 27093
Trevor Darrell

Professor

CS Division, UC Berkeley/Electrical Engineering and Computer Sciences, UC Berkeley

United States

Total citations of the selected papers: 8021
views: -h-index: 126#Paper: 625#Citation: 119252
Ryan P. Adams

Professor

Department of Computer Science Princeton University

United States

Total citations of the selected papers: 7340
views: -h-index: 48#Paper: 133#Citation: 16479
views: -h-index: 35#Paper: 65#Citation: 11597
views: -h-index: 43#Paper: 94#Citation: 15082
Andrew Zisserman

Computer Vision Engineering, Department of Engineering Science, University of Oxford

United Kingdom

Total citations of the selected papers: 7146
views: -h-index: 157#Paper: 804#Citation: 188005
Francis Bach

Professor

Departement d'Informatique de l'Ecole Normale Superieure, PSL Research University

France

Total citations of the selected papers: 7121
views: -h-index: 91#Paper: 375#Citation: 45028
views: -h-index: 56#Paper: 256#Citation: 72136
views: -h-index: 11#Paper: 19#Citation: 10686
Sergey Levine

Department of Electrical Engineering and Computer Sciences, UC Berkeley/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 6700
views: -h-index: 76#Paper: 352#Citation: 21857
views: -h-index: 31#Paper: 71#Citation: 49189
views: -h-index: 26#Paper: 56#Citation: 9092
views: -h-index: 82#Paper: 392#Citation: 39214
David M. Blei

professor

Departments of Statistics and Computer Science, Columbia University

United States

Total citations of the selected papers: 6439
views: -h-index: 83#Paper: 276#Citation: 106827
views: -h-index: 28#Paper: 40#Citation: 27634
views: -h-index: 12#Paper: 17#Citation: 7336
Antonio Torralba

Professor

Department of Electrical Engineering and Computer Science, Massachusetts institute of technology

United States

Total citations of the selected papers: 6326
views: -h-index: 99#Paper: 298#Citation: 56497
views: -h-index: 36#Paper: 79#Citation: 17738
views: -h-index: 61#Paper: 192#Citation: 19029
views: -h-index: 34#Paper: 100#Citation: 26965
views: -h-index: 63#Paper: 172#Citation: 41314
views: -h-index: 26#Paper: 61#Citation: 8720
views: -h-index: 24#Paper: 97#Citation: 11488
Tong Zhang

Professor

Department of Computer Science and Mathematics, Hong Kong University of Science and Technology

China

Total citations of the selected papers: 5587
views: -h-index: 83#Paper: 387#Citation: 35860
views: -h-index: 27#Paper: 49#Citation: 13549
Song Han

Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology

United States

Total citations of the selected papers: 5499
views: -h-index: 28#Paper: 121#Citation: 15372
Xiang Zhang

Ph.D. student

Computer Science Department, New York University

United States

Total citations of the selected papers: 5292
views: -h-index: 18#Paper: 96#Citation: 6833
William J. Dally

Professor

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 5290
views: -h-index: 95#Paper: 544#Citation: 59514
Eric P. Xing

Professor

Language Technologies Institute, Carnegie Mellon University

United States

Total citations of the selected papers: 5288
views: -h-index: 90#Paper: 661#Citation: 38406
views: -h-index: 36#Paper: 71#Citation: 52792
views: -h-index: 26#Paper: 45#Citation: 47087
views: -h-index: 45#Paper: 117#Citation: 33155
views: -h-index: 11#Paper: 20#Citation: 7462
views: -h-index: 11#Paper: 18#Citation: 5071
views: -h-index: 86#Paper: 269#Citation: 62936
views: -h-index: 118#Paper: 362#Citation: 99425
views: -h-index: 28#Paper: 66#Citation: 6601
views: -h-index: 17#Paper: 34#Citation: 51611
views: -h-index: 15#Paper: 33#Citation: 40427
views: -h-index: 61#Paper: 183#Citation: 28677
Christopher David Manning

Professor

Department of Computer Science, Stanford University/Department of Linguistics, Stanford University

United States

Total citations of the selected papers: 4319
views: -h-index: 126#Paper: 570#Citation: 139252
Zoubin Ghahramani

Professor

Department of Engineering University of Cambridge/Cambridge Institute of Public Health, University of Cambridge

United Kingdom

Total citations of the selected papers: 4281
views: -h-index: 106#Paper: 517#Citation: 62279
Judy Hoffman

Assistant Professor

School of Interactive Computing, Georgia Tech

United States

Total citations of the selected papers: 4269
views: -h-index: 30#Paper: 54#Citation: 10618
views: -h-index: 21#Paper: 51#Citation: 7785
views: -h-index: 134#Paper: 774#Citation: 123450
views: -h-index: 14#Paper: 35#Citation: 10214
LéOn Bottou

Fellow

New York University/Facebook AI Research

United States

Total citations of the selected papers: 4151
views: -h-index: 65#Paper: 162#Citation: 67946
Inderjit S. Dhillon

Professor

University of Texas at Austin,University of Texas at Austin

United States

Total citations of the selected papers: 4139
views: -h-index: 70#Paper: 274#Citation: 36833
views: -h-index: 18#Paper: 38#Citation: 29594
views: -h-index: 60#Paper: 211#Citation: 18917
views: -h-index: 12#Paper: 28#Citation: 8266
Jasper Snoek

research scientis

Google Brain

United States

Total citations of the selected papers: 3841
views: -h-index: 18#Paper: 53#Citation: 6335
views: -h-index: 31#Paper: 96#Citation: 9569
views: -h-index: 41#Paper: 115#Citation: 20343
Joshua Brett Tenenbaum

Professor

Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology

United States

Total citations of the selected papers: 3662
views: -h-index: 88#Paper: 542#Citation: 48968
views: -h-index: 15#Paper: 38#Citation: 5258