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Samy Bengio information


Samy Bengio
Born1965 (age 58–59)
Paris, France
NationalityCanadian
Alma materUniversité de Montréal
RelativesYoshua Bengio (brother)
Scientific career
FieldsComputer science
InstitutionsGoogle, IDIAP Research Institute, Microcell Labs
ThesisOptimisation d'une règle d'apprentissage pour réseaux de neurones artificiels (Optimization of a learning rule for artificial neural networks) (1993)
Websitebengio.abracadoudou.com

Samy Bengio is a Canadian computer scientist, Senior Director of AI and Machine Learning Research at Apple,[1] and a former long-time scientist at Google[2] known for leading a large group of researchers working in machine learning including adversarial settings. Bengio left Google shortly after the company fired his report, Timnit Gebru, without first notifying him.[3][4] At the time, Bengio said that he had been "stunned" by what happened to Gebru.[5] He is also among the three authors who developed Torch in 2002,[6] the ancestor of PyTorch,[7] one of today's two largest machine learning frameworks.[8]

  1. ^ "Apple hires ex-Google AI scientist who resigned after colleagues' firings". Reuters. 2021-05-03. Retrieved 2021-05-21.
  2. ^ "Another prominent Google scientist is leaving the company amid fallout from fired AI researcher". CNBC. 6 April 2021. Retrieved 2021-04-09.
  3. ^ Dave, Jeffrey Dastin, Paresh (2020-12-17). "Google staff demand exec step aside after ethicist's firing - document". Reuters. Retrieved 2021-06-11.{{cite news}}: CS1 maint: multiple names: authors list (link)
  4. ^ Schiffer, Zoe (2021-04-06). "Google AI manager resigns following controversial firings of two top researchers". The Verge. Retrieved 2021-06-11.
  5. ^ "Samy Bengio". www.facebook.com. Retrieved 2021-06-11.
  6. ^ Collobert, Ronan; Bengio, Samy; Marithoz, Johnny (2002). Torch: A Modular Machine Learning Software Library. CiteSeerX 10.1.1.8.9850.
  7. ^ Yegulalp, Serdar (2017-01-19). "Facebook brings GPU-powered machine learning to Python". InfoWorld. Retrieved 2021-02-23.
  8. ^ "The State of Machine Learning Frameworks in 2019". The Gradient. 2019-10-10. Retrieved 2021-02-23.

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Samy Bengio

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Samy Bengio is a Canadian computer scientist, Senior Director of AI and Machine Learning Research at Apple, and a former long-time scientist at Google...

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Yoshua Bengio

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science) and PhD (computer science) from McGill University. Bengio is the brother of Samy Bengio, also an influential computer scientist working with neural...

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Google Brain

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Sutskever, Alex Krizhevsky, Samy Bengio, and Vincent Vanhoucke. In 2017, team members included Anelia Angelova, Samy Bengio, Greg Corrado, George Dahl...

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Mixture of experts

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Information Processing Systems. 7. MIT Press. Collobert, Ronan; Bengio, Samy; Bengio, Yoshua (2001). "A Parallel Mixture of SVMs for Very Large Scale...

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Timnit Gebru

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Kacholia had allegedly fired Gebru without notifying Gebru's direct manager Samy Bengio first, and Gebru's former team demanded Kacholia and Dean apologize for...

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NEC Laboratories America

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from the original on 2021-02-26. Retrieved 2020-09-06. Ronan Collobert; Samy Bengio; Johnny Marithoz (2002). "Torch: A Modular Machine Learning Software...

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Zoubin Ghahramani

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Google and became the Sr. Director of Google Brain in April 2021 after Samy Bengio's departure. Ghahramani was elected Fellow of the Royal Society (FRS)...

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Joseph Keshet

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than 70 scientific publications and edited one book. Joseph Keshet and Samy Bengio, Eds., Automatic Speech and Speaker Recognition: Large Margin and Kernel...

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Deep learning

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Recognition". arXiv:1409.1556 [cs.CV]. Vinyals, Oriol; Toshev, Alexander; Bengio, Samy; Erhan, Dumitru (2014). "Show and Tell: A Neural Image Caption Generator"...

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Audio deepfake

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Ron J.; Jaitly, Navdeep; Yang, Zongheng; Xiao, Ying; Chen, Zhifeng; Bengio, Samy; Le, Quoc (2017-04-06). "Tacotron: Towards End-to-End Speech Synthesis"...

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Reinforcement learning from human feedback

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1007/s43681-022-00138-8. PMC 8830968. PMID 35194591. Zhang, Chiyuan; Bengio, Samy; Hardt, Moritz; Recht, Benjamin; Vinyals, Oriol (4 November 2016). "Understanding...

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Recurrent neural network

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Bytes". arXiv:1512.00103 [cs.CL]. Vinyals, Oriol; Toshev, Alexander; Bengio, Samy; Erhan, Dumitru (2014-11-17). "Show and Tell: A Neural Image Caption...

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ChatGPT

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signatories including leading computer scientist and tech founders Yoshua Bengio, Elon Musk, and Apple co-founder Steve Wozniak, signed a March 2023 open...

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AI safety

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networks". ICLR. arXiv:1312.6199. Kurakin, Alexey; Goodfellow, Ian; Bengio, Samy (2017-02-10). "Adversarial examples in the physical world". ICLR. arXiv:1607...

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Stochastic gradient descent

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stochastic optimization" (PDF). JMLR. 12: 2121–2159. Gupta, Maya R.; Bengio, Samy; Weston, Jason (2014). "Training highly multiclass classifiers" (PDF)...

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WaveNet

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Autoencoder". arXiv:1803.02991 [cs.LG]. Chorowski, Jan; Weiss, Ron J.; Bengio, Samy; Van Den Oord, Aaron (2019). "Unsupervised Speech Representation Learning...

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Views of Ibn Taymiyya

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the “Awakening Shi‘a": Sunni Perceptions of the Iranian Revolution" in O. Bengio & Meir Litvak, "The Sunna and Shi'a in History: Division and Ecumenism in...

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Sequence learning

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New York/Berlin: Springer. ISBN 978-3-540-41597-8. Keshet, Joseph; Bengio, Samy, eds. (2009). Automatic speech and speaker recognition: large margin...

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Adversarial machine learning

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patcog.2018.07.023. S2CID 207324435. Kurakin, Alexey; Goodfellow, Ian; Bengio, Samy (2016). "Adversarial examples in the physical world". arXiv:1607.02533...

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List of Moroccan people

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entrepreneur, founder of the IB Sabbá Ltda. group and Petroleo Sabbá S.A. Yoshua Bengio, French-Canadian computer scientist, most noted for his work on artificial...

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Affective computing

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S. (2004). "Emotion Analysis in Man-Machine Interaction Systems". In Bengio, Samy; Bourlard, Herve (eds.). Machine Learning for Multimodal Interaction...

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