Top Experts on “Machine Learning”
Expert Graph Research Team analyzed all work related to Machine Learning published in the last 20 years, and selected top experts in this area based on their hands-on experience. Experts are ranked using many different factors, including #related papers, #citations, whether the expert is the first author of a paper, etc. Note: a person with 5 related papers can be ranked lower than another one with only 1 related paper, if the second person’s only paper is a highly influential first-author paper. In addition to this ‘static’ page, we also provide an online version of this list, which provides more detail like ‘related work’. This post will be updated on a weekly basis.
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TABLE 1: Top Experts on “Machine Learning”
| Rank | Expert | #Grants | #Papers | #Patents | Earliest Activity | Latest Activity |
|---|---|---|---|---|---|---|
| 1 | YOSHUA BENGIO | 0 | 41 | 0 | 2001-12-30 | 2019-05-08 |
| 2 | RICHARD SOCHER | 0 | 12 | 1 | 2011-12-29 | 2018-12-04 |
| 3 | VOLODYMYR MNIH | 0 | 7 | 2 | 2012-12-29 | 2018-12-04 |
| 4 | ANDRIY MNIH | 0 | 10 | 0 | 2007-12-29 | 2018-07-10 |
| 5 | ILYA SUTSKEVER | 0 | 17 | 0 | 2008-12-30 | 2020-11-17 |
| 6 | ALEX GRAVES | 0 | 15 | 0 | 2006-12-29 | 2018-12-04 |
| 7 | DENGYONG ZHOU | 0 | 8 | 0 | 2003-12-30 | 2012-12-30 |
| 8 | GEOFFREY E. HINTON | 0 | 20 | 0 | 2001-12-30 | 2020-11-17 |
| 9 | ANDREW Y. NG | 0 | 30 | 0 | 2001-12-30 | 2015-04-07 |
| 10 | JASON WESTON | 0 | 14 | 1 | 2001-12-30 | 2015-12-07 |
| 11 | XIAOFEI HE | 0 | 6 | 1 | 2003-12-30 | 2010-12-30 |
| 12 | RICH CARUANA | 0 | 7 | 1 | 2003-01-01 | 2016-06-28 |
| 13 | OLEG SINYAVSKIY | 0 | 0 | 6 | 2012-06-04 | 2012-06-05 |
| 14 | ORIOL VINYALS | 0 | 18 | 0 | 2014-06-21 | 2019-11-15 |
| 15 | HANG LI | 0 | 10 | 2 | 2006-01-05 | 2014-12-08 |
| 16 | PIETER ABBEEL | 0 | 23 | 0 | 2003-12-30 | 2018-12-04 |
| 17 | ZOUBIN GHAHRAMANI | 0 | 14 | 0 | 2001-12-30 | 2017-08-06 |
| 18 | HONGLAK LEE | 0 | 21 | 0 | 2006-12-30 | 2019-05-24 |
| 19 | KAI YU | 0 | 8 | 2 | 2003-01-01 | 2015-06-08 |
| 20 | DAVID M. BLEI | 0 | 11 | 0 | 2001-12-30 | 2010-12-30 |
| 21 | ANDREW MCCALLUM | 1 | 11 | 0 | 2003-01-01 | 2013-12-30 |
| 22 | MAX WELLING | 1 | 14 | 0 | 2004-12-30 | 2019-05-08 |
| 23 | JULIEN MAIRAL | 0 | 8 | 0 | 2008-12-30 | 2020-11-17 |
| 24 | QUOC LE | 0 | 8 | 0 | 2011-12-29 | 2020-11-17 |
| 25 | XIN-SHE YANG | 0 | 5 | 0 | 2010-01-01 | 2013-03-25 |
| 26 | HUGO LAROCHELLE | 0 | 10 | 0 | 2006-12-30 | 2018-12-04 |
| 27 | RONAN COLLOBERT | 0 | 8 | 0 | 2001-12-30 | 2015-12-07 |
| 28 | SERGEY LEVINE | 0 | 19 | 0 | 2012-12-29 | 2019-05-08 |
| 29 | BEN TASKAR | 1 | 4 | 0 | 2003-12-30 | 2011-06-01 |
| 30 | KORAY KAVUKCUOGLU | 0 | 24 | 2 | 2010-12-30 | 2018-12-04 |
| 31 | SAMY BENGIO | 0 | 8 | 1 | 2001-12-30 | 2019-11-15 |
| 32 | MINGSHENG LONG | 0 | 5 | 0 | 2015-07-06 | 2018-12-04 |
| 33 | TONG ZHANG | 0 | 15 | 0 | 2004-12-29 | 2018-12-04 |
| 34 | THORSTEN JOACHIMS | 0 | 11 | 0 | 2003-12-30 | 2016-06-20 |
| 35 | FRANCIS R. BACH | 0 | 8 | 0 | 2003-12-30 | 2011-12-30 |
| 36 | HUAN LIU | 0 | 9 | 0 | 2003-01-01 | 2018-01-01 |
| 37 | SHAI SHALEV-SHWARTZ | 0 | 5 | 0 | 2003-12-30 | 2014-12-08 |
| 38 | YARIN GAL | 0 | 5 | 0 | 2016-06-20 | 2017-12-04 |
| 39 | NATHAN SREBRO | 1 | 7 | 0 | 2004-12-30 | 2019-09-15 |
| 40 | TIE-YAN LIU | 0 | 12 | 3 | 2006-02-14 | 2019-05-24 |
| 41 | RUSLAN SALAKHUTDINOV | 0 | 9 | 0 | 2007-12-29 | 2018-12-04 |
| 42 | KAROL GREGOR | 0 | 7 | 0 | 2010-12-29 | 2015-07-06 |
| 43 | MARC’AURELIO RANZATO | 0 | 10 | 0 | 2006-12-30 | 2018-12-04 |
| 44 | KILIAN Q. WEINBERGER | 0 | 8 | 0 | 2004-12-29 | 2019-12-21 |
| 45 | CHELSEA FINN | 0 | 5 | 0 | 2016-06-20 | 2018-12-04 |
| 46 | RAJAT RAINA | 0 | 5 | 0 | 2003-12-30 | 2009-12-29 |
| 47 | DURK P. KINGMA | 0 | 4 | 0 | 2014-12-08 | 2018-12-04 |
| 48 | ISABELLE GUYON | 0 | 3 | 1 | 2003-01-01 | 2007-10-30 |
| 49 | SANJEEV ARORA | 0 | 5 | 0 | 2013-06-17 | 2019-11-15 |
| 50 | DAVID SILVER | 0 | 18 | 0 | 2007-12-29 | 2018-12-04 |
| 51 | SANJOY DASGUPTA | 1 | 4 | 0 | 2001-12-30 | 2008-12-29 |
| 52 | MICHAEL I. JORDAN | 0 | 23 | 0 | 2001-12-30 | 2018-12-04 |
| 53 | HONGYUAN ZHA | 0 | 8 | 1 | 2001-12-30 | 2013-12-05 |
| 54 | JIEPING YE | 2 | 5 | 0 | 2004-12-29 | 2013-07-26 |
| 55 | IAN GOODFELLOW | 0 | 10 | 0 | 2009-12-30 | 2019-11-15 |
| 56 | ARTHUR GRETTON | 0 | 7 | 0 | 2003-12-30 | 2018-12-04 |
| 57 | LI DENG | 0 | 3 | 2 | 2013-01-01 | 2014-04-14 |
| 58 | ROB FERGUS | 0 | 9 | 0 | 2008-12-30 | 2018-07-10 |
| 59 | FEIPING NIE | 0 | 7 | 0 | 2008-12-30 | 2016-02-12 |
| 60 | JAMES MARTENS | 0 | 5 | 0 | 2010-12-29 | 2015-07-06 |
| 61 | AARON VAN DEN OORD | 0 | 4 | 0 | 2013-12-05 | 2019-11-15 |
| 62 | JOHN LANGFORD | 0 | 10 | 0 | 2006-12-29 | 2018-07-10 |
| 63 | NAL KALCHBRENNER | 0 | 6 | 0 | 2014-12-30 | 2018-07-10 |
| 64 | NEIL D. LAWRENCE | 0 | 5 | 0 | 2002-12-30 | 2009-12-29 |
| 65 | RUSS R. SALAKHUTDINOV | 0 | 10 | 0 | 2004-12-30 | 2019-11-15 |
| 66 | AMIR GLOBERSON | 0 | 5 | 0 | 2003-12-30 | 2007-12-30 |
| 67 | TIM SALIMANS | 0 | 4 | 0 | 2015-07-06 | 2016-12-05 |
| 68 | JURE LESKOVEC | 0 | 8 | 0 | 2007-12-29 | 2019-05-08 |
| 69 | MORITZ HARDT | 0 | 6 | 0 | 2012-12-30 | 2018-12-04 |
| 70 | MAX JADERBERG | 0 | 5 | 0 | 2015-12-07 | 2017-08-06 |
| 71 | KIHYUK SOHN | 0 | 5 | 0 | 2014-06-21 | 2020-11-17 |
| 72 | CHARU C. AGGARWAL | 0 | 4 | 0 | 2004-12-30 | 2014-01-01 |
| 73 | ALEKH AGARWAL | 0 | 4 | 0 | 2011-12-29 | 2018-07-10 |
| 74 | HAN LIU | 1 | 5 | 0 | 2009-12-29 | 2020-06-25 |
| 75 | CHO-JUI HSIEH | 2 | 5 | 0 | 2008-12-29 | 2020-10-01 |
| 76 | INDERJIT S. DHILLON | 0 | 9 | 0 | 2003-12-30 | 2013-12-05 |
| 77 | QUOC V. LE | 0 | 16 | 0 | 2007-12-30 | 2019-12-21 |
| 78 | ADAM COATES | 0 | 8 | 0 | 2006-12-30 | 2017-08-06 |
| 79 | GEOFFREY HINTON | 0 | 8 | 0 | 2007-12-29 | 2020-07-11 |
| 80 | BENJAMIN RECHT | 0 | 5 | 0 | 2007-12-30 | 2019-05-24 |
| 81 | CHIH-JEN LIN | 0 | 5 | 0 | 2003-12-30 | 2008-12-29 |
| 82 | ZHILIN YANG | 0 | 4 | 0 | 2016-06-20 | 2019-11-15 |
| 83 | LELAND MCINNES | 0 | 3 | 0 | 2017-01-01 | 2018-02-09 |
| 84 | BRIAN KULIS | 0 | 5 | 0 | 2005-12-29 | 2012-12-29 |
| 85 | TOMAS MIKOLOV | 0 | 5 | 0 | 2013-06-17 | 2015-12-07 |
| 86 | ALEXEY DOSOVITSKIY | 0 | 4 | 0 | 2014-12-08 | 2021-01-21 |
| 87 | DENG CAI | 0 | 6 | 0 | 2005-10-29 | 2011-11-08 |
| 88 | MARTIN ZINKEVICH | 0 | 3 | 0 | 2007-12-30 | 2010-12-30 |
| 89 | DANILO JIMENEZ REZENDE | 0 | 7 | 0 | 2014-06-21 | 2017-12-04 |
| 90 | THOMAS L. GRIFFITHS | 0 | 4 | 0 | 2003-12-30 | 2009-12-30 |
| 91 | YANN N. DAUPHIN | 0 | 5 | 0 | 2011-12-30 | 2018-12-04 |
| 92 | KOBY CRAMMER | 0 | 6 | 0 | 2001-12-30 | 2009-12-30 |
| 93 | ANTONIO TORRALBA | 0 | 8 | 0 | 2003-12-30 | 2016-12-05 |
| 94 | DAPHNE KOLLER | 0 | 9 | 0 | 2001-12-30 | 2010-12-30 |
| 95 | BURR SETTLES | 0 | 3 | 0 | 2007-12-30 | 2012-01-01 |
| 96 | MIKHAIL BELKIN | 1 | 4 | 0 | 2001-12-30 | 2015-09-01 |
| 97 | KAREN SIMONYAN | 0 | 9 | 0 | 2014-12-08 | 2019-05-08 |
| 98 | RUEY S. TSAY | 0 | 3 | 0 | 2005-01-01 | 2010-01-01 |
| 99 | WEI-YING MA | 0 | 4 | 6 | 2004-04-30 | 2016-12-05 |
| 100 | MENGYE REN | 0 | 4 | 0 | 2015-12-07 | 2018-12-04 |