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by showing how to explore the many learned representations obtained through deep learning, one of the first deep learning approaches to image captioning, efforts to understand why deep learning works leading to many follow-up works. He also worked on the first evidence that
206:, Samy Bengio has authored around 250 scientific papers on neural networks, machine learning, deep learning, statistics, computer vision and natural language processing. The most cited of these include some of the early works sparking the 2010s
215:
can exist in the real world, i.e. one can really change a physical object such that a machine learning system would be fooled and one of the first works on zero-shot recognition, i.e., recognizing classes never seen during training.
239:(NeurIPS) in 2018 served as program chair of NeurIPS in 2017 and is currently a board member. He was also program chair of ICLR (2015-2016) and sits on its board (2018-2020).
236:
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268:. Both of them lived in Morocco for a year during their father's military service there. His father, Carlo Bengio, was a pharmacist who wrote theatre pieces and ran a
166:, without first notifying him. At the time, Bengio said that he had been "stunned" by what happened to Gebru. He is also among the three authors who developed
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Optimisation d'une règle d'apprentissage pour réseaux de neurones artificiels (Optimization of a learning rule for artificial neural networks)
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Frome, Andrea; Corrado, Greg S.; Shlens, Jonathon; Bengio, Samy; Dean, Jeffrey; Ranzato, Marc'Aurelio; Mikolov, Tomas (2013-12-05).
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pieces. His mother, CĂ©lia Moreno, is also an artist who played in one of the major theatre scenes of
Morocco that was run by
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Erhan, Dumitru; Bengio, Yoshua; Courville, Aaron; Manzagol, Pierre-Antoine; Vincent, Pascal; Bengio, Samy (2010-03-01).
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1035:(Thèse ou essai doctoral accepté thesis) (in French). Montréal (Québec, Canada): Université du Québec à Montréal.
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Le théâtre juif marocain : une mémoire en exil : remémoration, représentation et transmission
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Proceedings of the 26th
International Conference on Neural Information Processing Systems - Volume 2
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323:"Another prominent Google scientist is leaving the company amid fallout from fired AI researcher"
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Zhang, Chiyuan; Bengio, Samy; Hardt, Moritz; Recht, Benjamin; Vinyals, Oriol (March 2021).
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is a
Canadian computer scientist, Senior Director of AI and Machine Learning Research at
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388:"Google AI manager resigns following controversial firings of two top researchers"
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190:. Before that, Bengio got an M.Sc. in Computer Science in 1989 with a thesis on
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Vinyals, Oriol; Toshev, Alexander; Bengio, Samy; Erhan, Dumitru (June 2015).
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from the same university, together with a B.Sc. in
Computer Science in 1986.
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269:
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298:"Apple hires ex-Google AI scientist who resigned after colleagues' firings"
182:
Bengio obtained his Ph.D. in
Computer Science in 1993 with a thesis titled
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510:
903:
646:"Understanding deep learning (still) requires rethinking generalization"
349:"Google staff demand exec step aside after ethicist's firing - document"
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2015 IEEE Conference on
Computer Vision and Pattern Recognition (CVPR)
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785:. NIPS'13. Lake Tahoe, Nevada: Curran Associates Inc.: 2121–2129.
162:. Bengio left Google shortly after the company fired his report,
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Kurakin, Alexey; Goodfellow, Ian J.; Bengio, Samy (2018-07-27),
203:
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Optimization of a
Parametric Learning Rule for Neural Networks
952:"Samy Bengio | Simons Institute for the Theory of Computing"
192:
Integration of
Traditional and Intelligence Tutoring Systems
174:, one of today's two largest machine learning frameworks.
154:
known for leading a large group of researchers working in
725:, Boca Raton, FL: Chapman and Hall/CRC, pp. 99–112,
435:
Collobert, Ronan; Bengio, Samy; Marithoz, Johnny (2002).
260:
who emigrated to France and Canada. He is the brother of
560:"Why Does Unsupervised Pre-training Help Deep Learning?"
462:"Facebook brings GPU-powered machine learning to Python"
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to it so that it can be listed with similar articles.
125:
103:
88:
78:
60:
50:
42:
28:
21:
486:"The State of Machine Learning Frameworks in 2019"
437:Torch: A Modular Machine Learning Software Library
591:"Show and tell: A neural image caption generator"
779:"DeViSE: a deep visual-semantic embedding model"
880:"Board, Neural Information Processing Systems"
8:
719:"Adversarial Examples in the Physical World"
371:: CS1 maint: multiple names: authors list (
723:Artificial Intelligence Safety and Security
347:Dave, Jeffrey Dastin, Paresh (2020-12-17).
272:theatrical troupe in Montreal that played
235:He was General Chair of the Conference on
99:, IDIAP Research Institute, Microcell Labs
18:
730:
661:
602:
444:
564:The Journal of Machine Learning Research
230:École Polytechnique Fédérale de Lausanne
1047:"Célia Moréno, une marocaine au Québec"
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16:Canadian computer scientist (born 1965)
813:
802:
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150:, and a former long-time scientist at
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237:Neural Information Processing Systems
7:
245:Journal of Machine Learning Research
232:in Switzerland, from 1999 to 2007.
1083:needs additional or more specific
1029:Tahiri, Lalla Nouzha (July 2017).
797:"Samy Bengio: de l'IDIAP Ă Google"
14:
1072:
980:"Interview: The Bengio Brothers"
242:Bengio is also an editor of the
1051:Mazagan24 - Portail d'El Jadida
460:Yegulalp, Serdar (2017-01-19).
1006:"À la mémoire de Carlo Bengio"
1:
1150:Université de Montréal alumni
1155:Canadian computer scientists
1140:Machine learning researchers
597:. IEEE. pp. 3156–3164.
386:Schiffer, Zoe (2021-04-06).
256:Samy Bengio was born to two
832:"2018 Organizing Committee"
32:1965 (age 58–59)
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1004:Levy, Elias (2019-05-08).
650:Communications of the ACM
613:10.1109/cvpr.2015.7298935
170:in 2002, the ancestor of
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1135:Moroccan-Jewish diaspora
1010:The Canadian Jewish News
799:(in French). 2008-04-11.
226:IDIAP Research Institute
208:deep learning revolution
198:Scientific contributions
1053:(in French). 2020-11-14
741:10.1201/9781351251389-8
220:Professional activities
856:"NIPS 2017 Committees"
812:Cite journal requires
188:Université de Montréal
55:Université de Montréal
224:Bengio worked at the
1145:Apple Inc. employees
213:adversarial examples
160:adversarial settings
956:simons.berkeley.edu
511:"dblp: Samy Bengio"
698:scholar.google.com
539:scholar.google.com
1160:People from Paris
1113:
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1096:adding categories
958:. 17 October 2017
750:978-1-351-25138-9
622:978-1-4673-6964-0
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329:. 6 April 2021
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266:Yoshua Bengio
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258:Moroccan Jews
252:Personal life
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36:Paris, France
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492:. 2019-10-10
490:The Gradient
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304:. 2021-05-03
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274:Judeo-Arabic
262:Turing Award
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164:Timnit Gebru
143:
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89:Institutions
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1125:1965 births
570:: 625–660.
144:Samy Bengio
43:Nationality
23:Samy Bengio
1119:Categories
1085:categories
1057:2021-02-24
1015:2021-02-24
990:2021-02-24
962:2021-02-23
937:2021-02-24
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732:1607.02533
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544:2021-02-24
520:2021-02-24
496:2021-02-23
471:2021-02-23
421:2021-06-11
397:2021-06-11
358:2021-06-11
333:2021-04-09
308:2021-05-21
284:References
158:including
984:Eye On AI
680:231991101
672:0001-0782
604:1411.4555
576:1532-4435
466:InfoWorld
441:CiteSeerX
392:The Verge
367:cite news
270:Sephardic
186:from the
178:Education
67:(brother)
61:Relatives
1092:help out
515:dblp.org
228:and the
46:Canadian
1090:Please
932:iclr.cc
908:iclr.cc
884:nips.cc
860:nips.cc
836:nips.cc
759:1257772
631:1169492
353:Reuters
302:Reuters
264:winner
172:PyTorch
126:Website
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152:Google
131:bengio
116:(1993)
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105:Thesis
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79:Fields
755:S2CID
727:arXiv
676:S2CID
627:S2CID
599:arXiv
168:Torch
148:Apple
93:Apple
818:help
745:ISBN
668:ISSN
617:ISBN
572:ISSN
373:link
327:CNBC
204:DBLP
135:.com
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1094:by
737:doi
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