Samy Bengio
Fields of expertise
Large Language Models
Reasoning
Statistical machine learning
Speech processing
Person authentication
Multimodal processing
Sequence processing
Artificial neural networks, support vector machines
Hidden markov models, gaussian mixture models
etc
Reasoning
Statistical machine learning
Speech processing
Person authentication
Multimodal processing
Sequence processing
Artificial neural networks, support vector machines
Hidden markov models, gaussian mixture models
etc
Mission
Samy Bengio (PhD in computer science, University of Montreal, 1993) is a senior director of machine learning research at Apple since 2021. Before that, he was a distinguished scientist at Google Research since 2007 where he was heading part of the Google Brain team, and at IDIAP in the early 2000s where he co-wrote the well-known open-source Torch machine learning library.His research interests span many areas of machine learning such as deep architectures, representation learning, vision and language processing and more recently, reasoning.
He is action editor of the Journal of Machine Learning Research and on the board of the NeurIPS foundation. He was on the editorial board of the Machine Learning Journal, has been program chair (2017) and general chair (2018) of NeurIPS, program chair of ICLR (2015, 2016), general chair of BayLearn (2012-2015), MLMI (2004-2006), as well as NNSP (2002), and on the program committee of several international conferences such as NeurIPS, ICML, ICLR, ECML and IJCAI.
More details can be found at http://bengio.abracadoudou.com.
Biography
Samy Bengio (PhD in computer science, University of Montreal, 1993) is a senior director of machine learning research at Apple since 2021. Before that, he was a distinguished scientist at Google Research since 2007 where he was heading part of the Google Brain team, and at IDIAP in the early 2000s where he co-wrote the well-known open-source Torch machine learning library.His research interests span many areas of machine learning such as deep architectures, representation learning, vision and language processing and more recently, reasoning.
He is action editor of the Journal of Machine Learning Research and on the board of the NeurIPS foundation. He was on the editorial board of the Machine Learning Journal, has been program chair (2017) and general chair (2018) of NeurIPS, program chair of ICLR (2015, 2016), general chair of BayLearn (2012-2015), MLMI (2004-2006), as well as NNSP (2002), and on the program committee of several international conferences such as NeurIPS, ICML, ICLR, ECML and IJCAI.
More details can be found at http://bengio.abracadoudou.com.
VARIA
Development of the popular TORCH machine learning library, available at www.Torch.chPublications
Selected publications
| Samy Bengio |
All my publications / Toutes mes publications |
Teaching & PhD
Teaching
Computer Science
Communication Systems