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AI 2000 机器学习 Most Influential Scholars

The 2020 AI 2000 Most Influential Scholars in 机器学习 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: 46#Paper: 82#Citation: 66388
Geoffrey E. Hinton

Professor

Department of Computer Science, University of Toronto

Canada

Total citations of the selected papers: 70250
views: -h-index: 148#Paper: 446#Citation: 249334
Yoshua Bengio

Professor

Département d’informatique et de recherche opérationnelle, Université de Montréal

Canada

Total citations of the selected papers: 55930
views: -h-index: 146#Paper: 793#Citation: 242955
views: -h-index: 13#Paper: 19#Citation: 72859
views: -h-index: 15#Paper: 20#Citation: 52983
Jimmy Ba

Assistant Professor

University of Toronto/Vector Institute

Canada

Total citations of the selected papers: 40484
views: -h-index: 12#Paper: 29#Citation: 46754
views: -h-index: 44#Paper: 79#Citation: 41499
views: -h-index: 35#Paper: 66#Citation: 52049
Aaron Courville

Assistant Professor

Department of Computer Science and Operations Research, University of Montreal

Canada

Total citations of the selected papers: 26714
views: -h-index: 25#Paper: 68#Citation: 33085
views: -h-index: 85#Paper: 223#Citation: 146763

Most Influential Scholars Honorable Mention

Greg Corrado

Senior Research Scientist

Google Inc

United States

Total citations of the selected papers: 23352
views: -h-index: 25#Paper: 62#Citation: 42402
views: -h-index: 82#Paper: 218#Citation: 59108
views: -h-index: 17#Paper: 35#Citation: 59568
Kai Chen

Principal Software Engineer

Google Inc.

United States

Total citations of the selected papers: 21621
views: -h-index: 29#Paper: 93#Citation: 39749
views: -h-index: 61#Paper: 134#Citation: 49587
views: -h-index: 13#Paper: 23#Citation: 21050
Andrew Y. Ng

Adjunct Professor

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 18631
views: -h-index: 122#Paper: 326#Citation: 155257
Kyunghyun Cho

Associate Professor

Computer Science and Center for Data Science, New York University

United States

Total citations of the selected papers: 17820
views: -h-index: 48#Paper: 230#Citation: 41612
views: -h-index: 18#Paper: 24#Citation: 24067
Kaiming He

其他

Facebook AI Research

United States

Total citations of the selected papers: 16460
views: -h-index: 59#Paper: 83#Citation: 123016
Jian Sun

Chief scientist

Megvii Technology

China

Total citations of the selected papers: 16459
views: -h-index: 94#Paper: 259#Citation: 133346
Ruslan Salakhutdinov

Associate Professor

School of Computer Science, Carnegie Mellon University

United States

Total citations of the selected papers: 15827
views: -h-index: 89#Paper: 278#Citation: 77235
views: -h-index: 58#Paper: 94#Citation: 98525
Yann LeCun

Director of AI Research

Facebook AI Research

United States

Total citations of the selected papers: 15368
views: -h-index: 107#Paper: 335#Citation: 91643
views: -h-index: 26#Paper: 62#Citation: 26795
Max Welling

Professor;Research Chair

University of Amsterdam

Netherlands

Total citations of the selected papers: 14668
views: -h-index: 65#Paper: 257#Citation: 30414
views: -h-index: 8#Paper: 14#Citation: 21787
views: -h-index: 46#Paper: 74#Citation: 45489
views: -h-index: 5#Paper: 9#Citation: 14542
views: -h-index: 8#Paper: 11#Citation: 15640
views: -h-index: 14#Paper: 22#Citation: 70489
views: -h-index: 48#Paper: 88#Citation: 33979
views: -h-index: 100#Paper: 401#Citation: 43776
views: -h-index: 67#Paper: 144#Citation: 28224
views: -h-index: 13#Paper: 25#Citation: 24381
views: -h-index: 26#Paper: 42#Citation: 16622
Richard  Zemel

Professor、Senior Fellow、Director

Department of Computer Science, University of Toronto

Canada

Total citations of the selected papers: 10220
views: -h-index: 57#Paper: 211#Citation: 28006
views: -h-index: 17#Paper: 26#Citation: 15484
Michael I. Jordan

Professor

Department of Statistics, University of California

United States

Total citations of the selected papers: 10120
views: -h-index: 153#Paper: 821#Citation: 190243
views: -h-index: 47#Paper: 71#Citation: 27596
views: -h-index: 34#Paper: 70#Citation: 18521
views: -h-index: 12#Paper: 21#Citation: 8896
views: -h-index: 51#Paper: 111#Citation: 40430
Marc'Aurelio Ranzato

Research Scientist、Manager

Facebook Inc.

United States

Total citations of the selected papers: 8082
views: -h-index: 40#Paper: 77#Citation: 16941
Trevor Darrell

Professor

CS Division, University of California, Berkeley

United States

Total citations of the selected papers: 8021
views: -h-index: 116#Paper: 513#Citation: 93690
Ryan P. Adams

Professor

Department of Computer Science Princeton University

United States

Total citations of the selected papers: 7340
views: -h-index: 45#Paper: 128#Citation: 13107
views: -h-index: 35#Paper: 65#Citation: 11597
views: -h-index: 35#Paper: 84#Citation: 12905
Andrew Zisserman

Professor

Computer Vision Engineering, University of Oxford

United Kingdom

Total citations of the selected papers: 7146
views: -h-index: 131#Paper: 570#Citation: 167226
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: 79#Paper: 301#Citation: 34751
views: -h-index: 50#Paper: 187#Citation: 57682
views: -h-index: 11#Paper: 19#Citation: 10686
Sergey Levine

Assistant Professor

Department of Electrical Engineering and Computer Sciences, UC Berkeley

United States

Total citations of the selected papers: 6700
views: -h-index: 72#Paper: 295#Citation: 20409
Jonathon Shlens

staff research scientist

Google Brain

United States

Total citations of the selected papers: 6695
views: -h-index: 29#Paper: 67#Citation: 24103
views: -h-index: 19#Paper: 53#Citation: 8148
views: -h-index: 79#Paper: 382#Citation: 33138
David M. Blei

professor

Departments of Statistics and Computer Science, Columbia University

United States

Total citations of the selected papers: 6439
views: -h-index: 79#Paper: 268#Citation: 98967
views: -h-index: 25#Paper: 37#Citation: 13364
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: 97#Paper: 268#Citation: 53862
views: -h-index: 34#Paper: 77#Citation: 16097
views: -h-index: 60#Paper: 171#Citation: 17357
views: -h-index: 28#Paper: 89#Citation: 12426
views: -h-index: 56#Paper: 165#Citation: 33283
views: -h-index: 24#Paper: 61#Citation: 7504
views: -h-index: 21#Paper: 78#Citation: 8946
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: 82#Paper: 344#Citation: 34593
views: -h-index: 27#Paper: 43#Citation: 12152
Song Han

Assistant Professor

Massachusetts Institute of Technology

United States

Total citations of the selected papers: 5499
views: -h-index: 27#Paper: 82#Citation: 14542
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: 538#Citation: 58712
Eric P. Xing

Professor

Language Technologies Institute, Carnegie Mellon University

United States

Total citations of the selected papers: 5288
views: -h-index: 81#Paper: 594#Citation: 32853
views: -h-index: 24#Paper: 51#Citation: 46201
views: -h-index: 26#Paper: 34#Citation: 39161
views: -h-index: 40#Paper: 113#Citation: 26082
views: -h-index: 12#Paper: 18#Citation: 7145
views: -h-index: 11#Paper: 18#Citation: 5071
views: -h-index: 82#Paper: 241#Citation: 59056
views: -h-index: 110#Paper: 355#Citation: 90633
views: -h-index: 27#Paper: 62#Citation: 6520
Rajat Monga

Distinguished Engineer

Google

United States

Total citations of the selected papers: 4358
views: -h-index: 13#Paper: 22#Citation: 18630
views: -h-index: 16#Paper: 29#Citation: 32118
views: -h-index: 56#Paper: 169#Citation: 25221
views: -h-index: 121#Paper: 464#Citation: 126766
Zoubin Ghahramani

Professor

Department of Engineering University of Cambridge

United Kingdom

Total citations of the selected papers: 4281
views: -h-index: 95#Paper: 427#Citation: 45866
views: -h-index: 29#Paper: 47#Citation: 9017
views: -h-index: 20#Paper: 48#Citation: 7683
views: -h-index: 130#Paper: 721#Citation: 112968
views: -h-index: 12#Paper: 22#Citation: 6044
LéOn Bottou

Fellow

New York University/Facebook AI Research

United States

Total citations of the selected papers: 4151
views: -h-index: 63#Paper: 159#Citation: 48906
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: 89#Paper: 326#Citation: 52757
views: -h-index: 16#Paper: 32#Citation: 27841
Nathan Srebro

Professor

Toyota Technological Institute at Chicago

United States

Total citations of the selected papers: 3997
views: -h-index: 55#Paper: 186#Citation: 14710
views: -h-index: 12#Paper: 25#Citation: 6738
Jasper Snoek

research scientis

Google Brain

United States

Total citations of the selected papers: 3841
views: -h-index: 18#Paper: 48#Citation: 5696
views: -h-index: 30#Paper: 86#Citation: 9150
Julien Mairal

Research Scientist

Inria Grenoble, Thoth team

France

Total citations of the selected papers: 3680
views: -h-index: 40#Paper: 108#Citation: 17855
Joshua Brett Tenenbaum

Professor

MIT Department of Brain and Cognitive Science

United States

Total citations of the selected papers: 3662
views: -h-index: 85#Paper: 492#Citation: 45765