Ilya Sutskever
Ilya Sutskever | |
---|---|
איליה סוצקבר | |
Born | Илья Суцкевер 1985 or 1986 (age 37–38)[4] |
Citizenship | Canadian |
Alma mater |
|
Known for | AlexNet Co-founding OpenAI |
Scientific career | |
Fields | Machine learning Neural networks Artificial intelligence Deep learning[1] |
Institutions | University of Toronto Stanford University Google Brain OpenAI |
Thesis | Training Recurrent Neural Networks (2013) |
Doctoral advisor | Geoffrey Hinton[2][3] |
Website | www |
Ilya Sutskever FRS (Hebrew: איליה סוצקבר; Russian: Илья Суцкевер; born 1985/86)[4] is a Russian-born Israeli-Canadian computer scientist working in machine learning,[1] who co-founded and serves as Chief Scientist of OpenAI.[7]
He has made several major contributions to the field of deep learning. He is the co-inventor, with Alex Krizhevsky and Geoffrey Hinton, of AlexNet, a convolutional neural network.[8] Sutskever is also one of the many co-authors of the AlphaGo paper.[9]
Early life and education
Sutskever was born in Nizhny Novgorod, Russia, then called "Gorky", at the time part of the Soviet Union, and at age 5 immigrated with his family to Israel.[10] He spent his formative years in Jerusalem.[11]
Sutskever attended the Open University of Israel between 2000 and 2002[12] before moving with his family to Canada and transferred to the University of Toronto, where he then obtained his BSc (2005) in mathematics[12][13][6][14]and his MSc[15][13] and PhD[3][16][17] in computer science under the supervision of Geoffrey Hinton.[2]
Career and research
After graduation in 2012, Sutskever spent two months as a postdoc with Andrew Ng at Stanford University. He then returned to University of Toronto and joined Hinton's new research company DNNResearch, a spinoff of Hinton's research group. Four months later, in March 2013, Google acquired DNNResearch and hired Sutskever as a research scientist at Google Brain.[18]
At Google Brain, Sutskever worked with Oriol Vinyals and Quoc Viet Le to create the sequence-to-sequence learning algorithm. He is also a co-inventor of AlexNet[19] and has worked on TensorFlow.[20]
At the end of 2015, he left Google to become the director of newly founded OpenAI.[21][22][23]
Awards and honours
- 2015, Sutskever was named in MIT Technology Review's 35 Innovators Under 35.[24]
- 2018, Sutskever was the keynote speaker at Nvidia Ntech 2018 and AI Frontiers Conference 2018.[25]
- 2022, he was elected a Fellow of the Royal Society (FRS).[19]
References
- ^ a b Ilya Sutskever publications indexed by Google Scholar
- ^ a b Ilya Sutskever at the Mathematics Genealogy Project
- ^ a b Sutskever, Ilya (2013). Training Recurrent Neural Networks. utoronto.ca (PhD thesis). University of Toronto. hdl:1807/36012. OCLC 889910425. ProQuest 1501655550.
- ^ a b Simonite, Tom (18 August 2015). "Ilya Sutskever". technologyreview.com. Retrieved 14 August 2022.
- ^ "Heard It Through the AI | University of Toronto Magazine". University of Toronto Magazine. Retrieved 9 October 2022.
- ^ a b "Season 1 Ep. 22 Ilya Sutskever". The Robot Brains Podcast. 21 September 2021. Retrieved 14 August 2022 – via YouTube.
- ^ Metz, Cade (19 April 2018). "A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit". The New York Times. Retrieved 22 October 2018.
- ^ Alex Krizhevsky; Ilya Sutskever; Geoffrey E. Hinton (24 May 2017). "ImageNet classification with deep convolutional neural networks". Communications of the ACM. 60 (6): 84–90. doi:10.1145/3065386. ISSN 0001-0782. Wikidata Q59445836.
- ^ David Silver; Aja Huang; Chris J. Maddison; et al. (27 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. doi:10.1038/NATURE16961. ISSN 1476-4687. PMID 26819042. Wikidata Q28005460.
- ^ מן, יובל (18 November 2022). ""הבינה המלאכותית מהמדע הבדיוני תהפוך למציאות"". Ynet (in Hebrew). Retrieved 18 April 2023.
- ^ Ansari, Tasmia (7 March 2023). "The Brain That Supercharged ChatGPT, ImageNet and TF". Analytics India Magazine. Retrieved 14 March 2023.
- ^ a b "Neural networking". The Varsity. 25 October 2010. Retrieved 14 August 2022.
- ^ a b Johnston, Jessica Leigh (8 December 2010). "A Neural Network for a New Millennium". University of Toronto Magazine. Retrieved 14 August 2022.
- ^ Ilya Sutskever on LinkedIn
- ^ Sutskever, Ilya (2007). Nonlinear multilayered sequence models. utoronto.ca (MSc thesis). University of Toronto. hdl:1807/119676. OCLC 234120052.
- ^ "RAM Workshop". thespermwhale.com. Retrieved 14 August 2022.
- ^ "Episode 85: A Conversation with Ilya Sutskever". Voices in AI. Gigaom. Retrieved 14 August 2022.
- ^ McMillan, Robert (13 March 2013). "Google Hires Brains that Helped Supercharge Machine Learning". wired.com. Retrieved 9 November 2019.
- ^ a b Anon (2022). "Ilya Sutskever". royalsociety.org. London: Royal Society. Retrieved 12 May 2022.
- ^ Martín Abadi; Ashish Agarwal; Paul Barham; et al. (16 March 2016), TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems (PDF), arXiv:1603.04467, Wikidata Q29040034
- ^ "OpenAI Blog". 12 December 2015. Archived from the original on 6 October 2021. Retrieved 17 July 2016.
- ^ www
.cs .toronto .edu /~ilya / - ^ Metz, Cade (27 April 2016). "Inside OpenAI, Elon Musk's Wild Plan to Set Artificial Intelligence Free". wire.com. Retrieved 9 November 2019.
- ^ "35 Innovators Under 35: Ilya Sutskever". technologyreview.com.
- ^ Martin, Scott. "Reinforcement Learning 'Really Works' for AI Against Pro Gamers, OpenAI Trailblazer Says". Nvidia Blog. Nvidia. Retrieved 28 March 2023.
- Living people
- 1985 births
- Russian expatriates in the United States
- University of Toronto alumni
- Stanford University alumni
- Canadian Fellows of the Royal Society
- Machine learning researchers
- Google employees
- Canadian computer scientists
- Artificial intelligence researchers
- Canadian expatriates in the United States
- People from Nizhny Novgorod
- Fellows of the Royal Society
- Canadian scientist stubs
- Computer scientist stubs