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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Expert Graph Team
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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 | VOLODYMYR MNIH | 0 | 7 | 1 | 2012-12-29 | 2018-12-04 |
| 3 | ANDRIY MNIH | 0 | 10 | 0 | 2007-12-29 | 2018-07-10 |
| 4 | ILYA SUTSKEVER | 0 | 17 | 0 | 2008-12-30 | 2020-11-17 |
| 5 | RICHARD SOCHER | 0 | 12 | 0 | 2011-12-29 | 2018-12-04 |
| 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 | ORIOL VINYALS | 0 | 18 | 0 | 2014-06-21 | 2019-11-15 |
| 13 | PIETER ABBEEL | 0 | 23 | 0 | 2003-12-30 | 2018-12-04 |
| 14 | ZOUBIN GHAHRAMANI | 0 | 14 | 0 | 2001-12-30 | 2017-08-06 |
| 15 | HONGLAK LEE | 0 | 21 | 0 | 2006-12-30 | 2019-05-24 |
| 16 | DAVID M. BLEI | 0 | 11 | 0 | 2001-12-30 | 2010-12-30 |
| 17 | JULIEN MAIRAL | 0 | 8 | 0 | 2008-12-30 | 2020-11-17 |
| 18 | QUOC LE | 0 | 8 | 0 | 2011-12-29 | 2020-11-17 |
| 19 | XIN-SHE YANG | 0 | 5 | 0 | 2010-01-01 | 2013-03-25 |
| 20 | RICH CARUANA | 0 | 7 | 0 | 2003-01-01 | 2014-12-08 |
| 21 | HANG LI | 0 | 10 | 1 | 2006-07-28 | 2014-12-08 |
| 22 | KAI YU | 0 | 8 | 1 | 2003-01-01 | 2015-06-08 |
| 23 | HUGO LAROCHELLE | 0 | 10 | 0 | 2006-12-30 | 2018-12-04 |
| 24 | RONAN COLLOBERT | 0 | 8 | 0 | 2001-12-30 | 2015-12-07 |
| 25 | SERGEY LEVINE | 0 | 19 | 0 | 2012-12-29 | 2019-05-08 |
| 26 | BEN TASKAR | 1 | 4 | 0 | 2003-12-30 | 2011-06-01 |
| 27 | KORAY KAVUKCUOGLU | 0 | 24 | 1 | 2010-12-30 | 2018-12-04 |
| 28 | SAMY BENGIO | 0 | 8 | 1 | 2001-12-30 | 2019-11-15 |
| 29 | MINGSHENG LONG | 0 | 5 | 0 | 2015-07-06 | 2018-12-04 |
| 30 | TONG ZHANG | 0 | 15 | 0 | 2004-12-29 | 2018-12-04 |
| 31 | ANDREW MCCALLUM | 0 | 11 | 0 | 2003-01-01 | 2013-12-30 |
| 32 | THORSTEN JOACHIMS | 0 | 11 | 0 | 2003-12-30 | 2016-06-20 |
| 33 | FRANCIS R. BACH | 0 | 8 | 0 | 2003-12-30 | 2011-12-30 |
| 34 | HUAN LIU | 0 | 9 | 0 | 2003-01-01 | 2018-01-01 |
| 35 | SHAI SHALEV-SHWARTZ | 0 | 5 | 0 | 2003-12-30 | 2014-12-08 |
| 36 | YARIN GAL | 0 | 5 | 0 | 2016-06-20 | 2017-12-04 |
| 37 | MAX WELLING | 0 | 14 | 0 | 2004-12-30 | 2019-05-08 |
| 38 | RUSLAN SALAKHUTDINOV | 0 | 9 | 0 | 2007-12-29 | 2018-12-04 |
| 39 | KAROL GREGOR | 0 | 7 | 0 | 2010-12-29 | 2015-07-06 |
| 40 | TIE-YAN LIU | 0 | 12 | 2 | 2006-07-28 | 2019-05-24 |
| 41 | MARC’AURELIO RANZATO | 0 | 10 | 0 | 2006-12-30 | 2018-12-04 |
| 42 | KILIAN Q. WEINBERGER | 0 | 8 | 0 | 2004-12-29 | 2019-12-21 |
| 43 | CHELSEA FINN | 0 | 5 | 0 | 2016-06-20 | 2018-12-04 |
| 44 | RAJAT RAINA | 0 | 5 | 0 | 2003-12-30 | 2009-12-29 |
| 45 | DURK P. KINGMA | 0 | 4 | 0 | 2014-12-08 | 2018-12-04 |
| 46 | ISABELLE GUYON | 0 | 3 | 1 | 2003-01-01 | 2007-10-30 |
| 47 | SANJEEV ARORA | 0 | 5 | 0 | 2013-06-17 | 2019-11-15 |
| 48 | DAVID SILVER | 0 | 18 | 0 | 2007-12-29 | 2018-12-04 |
| 49 | SANJOY DASGUPTA | 1 | 4 | 0 | 2001-12-30 | 2012-09-01 |
| 50 | MICHAEL I. JORDAN | 0 | 23 | 0 | 2001-12-30 | 2018-12-04 |
| 51 | HONGYUAN ZHA | 0 | 8 | 1 | 2001-12-30 | 2013-12-05 |
| 52 | IAN GOODFELLOW | 0 | 10 | 0 | 2009-12-30 | 2019-11-15 |
| 53 | ARTHUR GRETTON | 0 | 7 | 0 | 2003-12-30 | 2018-12-04 |
| 54 | LI DENG | 0 | 3 | 1 | 2013-01-01 | 2014-04-14 |
| 55 | ROB FERGUS | 0 | 9 | 0 | 2008-12-30 | 2018-07-10 |
| 56 | FEIPING NIE | 0 | 7 | 0 | 2008-12-30 | 2016-02-12 |
| 57 | JAMES MARTENS | 0 | 5 | 0 | 2010-12-29 | 2015-07-06 |
| 58 | AARON VAN DEN OORD | 0 | 4 | 0 | 2013-12-05 | 2019-11-15 |
| 59 | NATHAN SREBRO | 0 | 7 | 0 | 2004-12-30 | 2018-12-04 |
| 60 | JOHN LANGFORD | 0 | 10 | 0 | 2006-12-29 | 2018-07-10 |
| 61 | NAL KALCHBRENNER | 0 | 6 | 0 | 2014-12-30 | 2018-07-10 |
| 62 | NEIL D. LAWRENCE | 0 | 5 | 0 | 2002-12-30 | 2009-12-29 |
| 63 | RUSS R. SALAKHUTDINOV | 0 | 10 | 0 | 2004-12-30 | 2019-11-15 |
| 64 | AMIR GLOBERSON | 0 | 5 | 0 | 2003-12-30 | 2007-12-30 |
| 65 | TIM SALIMANS | 0 | 4 | 0 | 2015-07-06 | 2016-12-05 |
| 66 | JURE LESKOVEC | 0 | 8 | 0 | 2007-12-29 | 2019-05-08 |
| 67 | MORITZ HARDT | 0 | 6 | 0 | 2012-12-30 | 2018-12-04 |
| 68 | MAX JADERBERG | 0 | 5 | 0 | 2015-12-07 | 2017-08-06 |
| 69 | KIHYUK SOHN | 0 | 5 | 0 | 2014-06-21 | 2020-11-17 |
| 70 | ALEKH AGARWAL | 0 | 4 | 0 | 2011-12-29 | 2018-07-10 |
| 71 | CHARU C. AGGARWAL | 0 | 4 | 0 | 2004-12-30 | 2014-01-01 |
| 72 | INDERJIT S. DHILLON | 0 | 9 | 0 | 2003-12-30 | 2013-12-05 |
| 73 | QUOC V. LE | 0 | 16 | 0 | 2007-12-30 | 2019-12-21 |
| 74 | ADAM COATES | 0 | 8 | 0 | 2006-12-30 | 2017-08-06 |
| 75 | JIEPING YE | 0 | 5 | 0 | 2004-12-29 | 2011-12-30 |
| 76 | GEOFFREY HINTON | 0 | 8 | 0 | 2007-12-29 | 2020-07-11 |
| 77 | BENJAMIN RECHT | 0 | 5 | 0 | 2007-12-30 | 2019-05-24 |
| 78 | CHIH-JEN LIN | 0 | 5 | 0 | 2003-12-30 | 2008-12-29 |
| 79 | ZHILIN YANG | 0 | 4 | 0 | 2016-06-20 | 2019-11-15 |
| 80 | LELAND MCINNES | 0 | 3 | 0 | 2017-01-01 | 2018-02-09 |
| 81 | BRIAN KULIS | 0 | 5 | 0 | 2005-12-29 | 2012-12-29 |
| 82 | TOMAS MIKOLOV | 0 | 5 | 0 | 2013-06-17 | 2015-12-07 |
| 83 | ALEXEY DOSOVITSKIY | 0 | 4 | 0 | 2014-12-08 | 2021-01-21 |
| 84 | DENG CAI | 0 | 6 | 0 | 2005-10-29 | 2011-11-08 |
| 85 | MARTIN ZINKEVICH | 0 | 3 | 0 | 2007-12-30 | 2010-12-30 |
| 86 | DANILO JIMENEZ REZENDE | 0 | 7 | 0 | 2014-06-21 | 2017-12-04 |
| 87 | THOMAS L. GRIFFITHS | 0 | 4 | 0 | 2003-12-30 | 2009-12-30 |
| 88 | YANN N. DAUPHIN | 0 | 5 | 0 | 2011-12-30 | 2018-12-04 |
| 89 | KOBY CRAMMER | 0 | 6 | 0 | 2001-12-30 | 2009-12-30 |
| 90 | ANTONIO TORRALBA | 0 | 8 | 0 | 2003-12-30 | 2016-12-05 |
| 91 | DAPHNE KOLLER | 0 | 9 | 0 | 2001-12-30 | 2010-12-30 |
| 92 | BURR SETTLES | 0 | 3 | 0 | 2007-12-30 | 2012-01-01 |
| 93 | KAREN SIMONYAN | 0 | 9 | 0 | 2014-12-08 | 2019-05-08 |
| 94 | RUEY S. TSAY | 0 | 3 | 0 | 2005-01-01 | 2010-01-01 |
| 95 | MENGYE REN | 0 | 4 | 0 | 2015-12-07 | 2018-12-04 |
| 96 | CARLOS GUESTRIN | 0 | 6 | 0 | 2001-12-30 | 2014-06-21 |
| 97 | RYAN KIROS | 0 | 5 | 0 | 2014-06-21 | 2015-12-07 |
| 98 | JUN WANG | 0 | 6 | 0 | 2002-01-01 | 2011-12-29 |
| 99 | CHRISTOPHER D. MANNING | 0 | 9 | 0 | 2002-12-30 | 2019-12-21 |
| 100 | LIEFENG BO | 0 | 5 | 0 | 2009-12-30 | 2012-12-30 |