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Created page with "'''Home * People * Ilya Sutskever''' FILE:IlyaSutskever.jpg|border|right|thumb|link=https://scholar.google.com/citations?user=x04W_mMAAAAJ|Ilya Sutskever..."
'''[[Main Page|Home]] * [[People]] * Ilya Sutskever'''
[[FILE:IlyaSutskever.jpg|border|right|thumb|link=https://scholar.google.com/citations?user=x04W_mMAAAAJ|Ilya Sutskever <ref>[https://scholar.google.com/citations?user=x04W_mMAAAAJ Ilya Sutskever - Google Scholar Citations]</ref>
]]
'''Ilya Sutskever''',<br/>
a Canadian computer scientist, and co-founder and research director of [https://en.wikipedia.org/wiki/OpenAI OpenAI], a non-profit AI research company. Before, he was research scientist at [[Google]] [https://en.wikipedia.org/wiki/Google_Brain Brain], and co-founded [https://en.wikipedia.org/wiki/List_of_mergers_and_acquisitions_by_Google DNNresearch] <ref>[http://www.fastcompany.com/3006944/tech-forecast/google-buys-toronto-university-startup-better-voice-image-recognition Google Buys Toronto University Startup For Better Voice, Image Recognition | Fast Company | Business + Innovation] by [http://www.fastcompany.com/user/kit-eaton Kit Eaton], March 13, 2013</ref>. He was postdoc at [[Stanford University]] with [[Andrew Ng|Andrew Ng's]] group, and received his M.Sc. in 2007 <ref>[[Ilya Sutskever]] ('''2007'''). ''[http://www.cs.utoronto.ca/~ilya/MS_thesis/ Nonlinear Multilayered Sequence Models]''. Master's thesis, [[University of Toronto]]</ref> and his Ph.D. in 2013 <ref>[[Ilya Sutskever]] ('''2013'''). ''Training Recurrent Neural Networks''. Ph.D. thesis, [[University of Toronto]], [http://www.cs.utoronto.ca/~ilya/pubs/ilya_sutskever_phd_thesis.pdf pdf]</ref> from [[University of Toronto]], working with [[Mathematician#GEHinton|Geoffrey Hinton]]. His research interests include [[Learning|machine learning]] and [[Neural Networks|neural networks]], in particular [[Deep Learning|deep learning]] with [[Neural Networks#Convolutional|convolutional neural networks]] <ref>[https://en.wikipedia.org/wiki/Convolutional_neural_network Convolutional neural networks from Wikipedia]</ref> applied to [https://en.wikipedia.org/wiki/Machine_translation machine translation], [https://en.wikipedia.org/wiki/Speech_recognition voice] and [https://en.wikipedia.org/wiki/Computer_vision#Recognition image recognition], and also to the game of [[Go#CNN]] <ref>[[Chris J. Maddison]], [[Shih-Chieh Huang|Aja Huang]], [[Ilya Sutskever]], [[David Silver]] ('''2014'''). ''Move Evaluation in Go Using Deep Convolutional Neural Networks''. [http://arxiv.org/abs/1412.6564v1 arXiv:1412.6564v1]</ref> .
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/s/Sutskever:Ilya dblp: Ilya Sutskever]</ref> <ref>[https://www.cs.toronto.edu/~ilya/pubs/ Ilya Sutskever - Publications - Papers]</ref>
==2007 ...==
* [[Ilya Sutskever]] ('''2007'''). ''[http://www.cs.utoronto.ca/~ilya/MS_thesis/ Nonlinear Multilayered Sequence Models]''. Master's thesis, [[University of Toronto]]
* [[Ilya Sutskever]], [[Vinod Nair]] ('''2008'''). ''Mimicking Go Experts with Convolutional Neural Networks''. [http://dblp.uni-trier.de/db/conf/icann/icann2008-2.html#SutskeverN08 ICANN 2008], [http://www.cs.utoronto.ca/~ilya/pubs/2008/go_paper.pdf pdf]
==2010 ...==
* [[Ilya Sutskever]], [[Mathematician#GEHinton|Geoffrey Hinton]] ('''2010'''). ''[http://www.sciencedirect.com/science/article/pii/S0893608009002664 Temporal-Kernel Recurrent Neural Networks]''. [http://www.journals.elsevier.com/neural-networks/ Neural Networks], Vol. 23, No. 2
* [[Ilya Sutskever]] ('''2013'''). ''Training Recurrent Neural Networks''. Ph.D. thesis, [[University of Toronto]], [http://www.cs.utoronto.ca/~ilya/pubs/ilya_sutskever_phd_thesis.pdf pdf]
* [[Ilya Sutskever]], [https://research.google.com/pubs/OriolVinyals.html Oriol Vinyals], [https://www.linkedin.com/in/quoc-v-le-319b5a8 Quoc V. Le] ('''2014'''). ''Sequence to Sequence Learning with Neural Networks''. [https://arxiv.org/abs/1409.3215 arXiv:1409.3215]
* [[Chris J. Maddison]], [[Shih-Chieh Huang|Aja Huang]], [[Ilya Sutskever]], [[David Silver]] ('''2014'''). ''Move Evaluation in Go Using Deep Convolutional Neural Networks''. [http://arxiv.org/abs/1412.6564v1 arXiv:1412.6564v1] <ref>[http://computer-go.org/pipermail/computer-go/2014-December/007046.html Move Evaluation in Go Using Deep Convolutional Neural Networks] by [[Shih-Chieh Huang|Aja Huang]], [http://computer-go.org/pipermail/computer-go/ The Computer-go Archives], December 19, 2014</ref> » [[Go#CNN|DCNN in Go]]
==2015 ...==
* [[David Silver]], [[Shih-Chieh Huang|Aja Huang]], [[Chris J. Maddison]], [[Arthur Guez]], [[Laurent Sifre]], [[George van den Driessche]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Veda Panneershelvam]], [[Marc Lanctot]], [[Sander Dieleman]], [[Dominik Grewe]], [[John Nham]], [[Nal Kalchbrenner]], [[Ilya Sutskever]], [[Timothy Lillicrap]], [[Madeleine Leach]], [[Koray Kavukcuoglu]], [[Thore Graepel]], [[Demis Hassabis]] ('''2016'''). ''[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html Mastering the game of Go with deep neural networks and tree search]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 529 » [[AlphaGo]]
=See also=
* [[Deep Learning#IlyaSutskeverVideoDeepLearning|Deep Learning Master Class Video]] by [[Ilya Sutskever]]
=External Links=
* [http://www.cs.utoronto.ca/~ilya/ Ilya Sutskever's home page]
* [https://en.wikipedia.org/wiki/Ilya_Sutskever Ilya Sutskever from Wikipedia]
* [https://scholar.google.com/citations?user=x04W_mMAAAAJ Ilya Sutskever - Google Scholar Citations]
* [https://www.genealogy.math.ndsu.nodak.edu/id.php?id=205661 Ilya Sutskever - The Mathematics Genealogy Project]
* [https://theneural.wordpress.com/ Neural Networks Blog] by [[Ilya Sutskever]]
* [http://www.magazine.utoronto.ca/life-on-campus/ilya-sutskever-google-phd-fellowship/ A Neural Network for a New Millennium | Ilya Sutskever, Google PhD Fellowship] by [https://www.linkedin.com/in/jessicaleighjohnston Jessica Leigh Johnston], [http://www.magazine.utoronto.ca/ University of Toronto Magazine], [http://www.magazine.utoronto.ca/category/winter-2011/ Winter 2011]
* [http://robohub.org/talking-machines-machine-learning-and-magical-thinking-with-ilya-sutskever/ Talking Machines: Machine learning and magical thinking, with Ilya Sutskever], [http://robohub.org/ Robohub], January 15, 2015
* [https://www.technologyreview.com/lists/innovators-under-35/2015/visionary/ilya-sutskever/ Ilya Sutskever | Innovators Under 35], [https://en.wikipedia.org/wiki/MIT_Technology_Review MIT Technology Review]
* [https://www.nytimes.com/2018/04/19/technology/artificial-intelligence-salaries-openai.html A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit] by [https://www.nytimes.com/by/cade-metz Cade Metz], [https://en.wikipedia.org/wiki/The_New_York_Times The New York Times], April 19, 2018
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:IlyaSutskever.jpg|border|right|thumb|link=https://scholar.google.com/citations?user=x04W_mMAAAAJ|Ilya Sutskever <ref>[https://scholar.google.com/citations?user=x04W_mMAAAAJ Ilya Sutskever - Google Scholar Citations]</ref>
]]
'''Ilya Sutskever''',<br/>
a Canadian computer scientist, and co-founder and research director of [https://en.wikipedia.org/wiki/OpenAI OpenAI], a non-profit AI research company. Before, he was research scientist at [[Google]] [https://en.wikipedia.org/wiki/Google_Brain Brain], and co-founded [https://en.wikipedia.org/wiki/List_of_mergers_and_acquisitions_by_Google DNNresearch] <ref>[http://www.fastcompany.com/3006944/tech-forecast/google-buys-toronto-university-startup-better-voice-image-recognition Google Buys Toronto University Startup For Better Voice, Image Recognition | Fast Company | Business + Innovation] by [http://www.fastcompany.com/user/kit-eaton Kit Eaton], March 13, 2013</ref>. He was postdoc at [[Stanford University]] with [[Andrew Ng|Andrew Ng's]] group, and received his M.Sc. in 2007 <ref>[[Ilya Sutskever]] ('''2007'''). ''[http://www.cs.utoronto.ca/~ilya/MS_thesis/ Nonlinear Multilayered Sequence Models]''. Master's thesis, [[University of Toronto]]</ref> and his Ph.D. in 2013 <ref>[[Ilya Sutskever]] ('''2013'''). ''Training Recurrent Neural Networks''. Ph.D. thesis, [[University of Toronto]], [http://www.cs.utoronto.ca/~ilya/pubs/ilya_sutskever_phd_thesis.pdf pdf]</ref> from [[University of Toronto]], working with [[Mathematician#GEHinton|Geoffrey Hinton]]. His research interests include [[Learning|machine learning]] and [[Neural Networks|neural networks]], in particular [[Deep Learning|deep learning]] with [[Neural Networks#Convolutional|convolutional neural networks]] <ref>[https://en.wikipedia.org/wiki/Convolutional_neural_network Convolutional neural networks from Wikipedia]</ref> applied to [https://en.wikipedia.org/wiki/Machine_translation machine translation], [https://en.wikipedia.org/wiki/Speech_recognition voice] and [https://en.wikipedia.org/wiki/Computer_vision#Recognition image recognition], and also to the game of [[Go#CNN]] <ref>[[Chris J. Maddison]], [[Shih-Chieh Huang|Aja Huang]], [[Ilya Sutskever]], [[David Silver]] ('''2014'''). ''Move Evaluation in Go Using Deep Convolutional Neural Networks''. [http://arxiv.org/abs/1412.6564v1 arXiv:1412.6564v1]</ref> .
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/s/Sutskever:Ilya dblp: Ilya Sutskever]</ref> <ref>[https://www.cs.toronto.edu/~ilya/pubs/ Ilya Sutskever - Publications - Papers]</ref>
==2007 ...==
* [[Ilya Sutskever]] ('''2007'''). ''[http://www.cs.utoronto.ca/~ilya/MS_thesis/ Nonlinear Multilayered Sequence Models]''. Master's thesis, [[University of Toronto]]
* [[Ilya Sutskever]], [[Vinod Nair]] ('''2008'''). ''Mimicking Go Experts with Convolutional Neural Networks''. [http://dblp.uni-trier.de/db/conf/icann/icann2008-2.html#SutskeverN08 ICANN 2008], [http://www.cs.utoronto.ca/~ilya/pubs/2008/go_paper.pdf pdf]
==2010 ...==
* [[Ilya Sutskever]], [[Mathematician#GEHinton|Geoffrey Hinton]] ('''2010'''). ''[http://www.sciencedirect.com/science/article/pii/S0893608009002664 Temporal-Kernel Recurrent Neural Networks]''. [http://www.journals.elsevier.com/neural-networks/ Neural Networks], Vol. 23, No. 2
* [[Ilya Sutskever]] ('''2013'''). ''Training Recurrent Neural Networks''. Ph.D. thesis, [[University of Toronto]], [http://www.cs.utoronto.ca/~ilya/pubs/ilya_sutskever_phd_thesis.pdf pdf]
* [[Ilya Sutskever]], [https://research.google.com/pubs/OriolVinyals.html Oriol Vinyals], [https://www.linkedin.com/in/quoc-v-le-319b5a8 Quoc V. Le] ('''2014'''). ''Sequence to Sequence Learning with Neural Networks''. [https://arxiv.org/abs/1409.3215 arXiv:1409.3215]
* [[Chris J. Maddison]], [[Shih-Chieh Huang|Aja Huang]], [[Ilya Sutskever]], [[David Silver]] ('''2014'''). ''Move Evaluation in Go Using Deep Convolutional Neural Networks''. [http://arxiv.org/abs/1412.6564v1 arXiv:1412.6564v1] <ref>[http://computer-go.org/pipermail/computer-go/2014-December/007046.html Move Evaluation in Go Using Deep Convolutional Neural Networks] by [[Shih-Chieh Huang|Aja Huang]], [http://computer-go.org/pipermail/computer-go/ The Computer-go Archives], December 19, 2014</ref> » [[Go#CNN|DCNN in Go]]
==2015 ...==
* [[David Silver]], [[Shih-Chieh Huang|Aja Huang]], [[Chris J. Maddison]], [[Arthur Guez]], [[Laurent Sifre]], [[George van den Driessche]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Veda Panneershelvam]], [[Marc Lanctot]], [[Sander Dieleman]], [[Dominik Grewe]], [[John Nham]], [[Nal Kalchbrenner]], [[Ilya Sutskever]], [[Timothy Lillicrap]], [[Madeleine Leach]], [[Koray Kavukcuoglu]], [[Thore Graepel]], [[Demis Hassabis]] ('''2016'''). ''[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html Mastering the game of Go with deep neural networks and tree search]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 529 » [[AlphaGo]]
=See also=
* [[Deep Learning#IlyaSutskeverVideoDeepLearning|Deep Learning Master Class Video]] by [[Ilya Sutskever]]
=External Links=
* [http://www.cs.utoronto.ca/~ilya/ Ilya Sutskever's home page]
* [https://en.wikipedia.org/wiki/Ilya_Sutskever Ilya Sutskever from Wikipedia]
* [https://scholar.google.com/citations?user=x04W_mMAAAAJ Ilya Sutskever - Google Scholar Citations]
* [https://www.genealogy.math.ndsu.nodak.edu/id.php?id=205661 Ilya Sutskever - The Mathematics Genealogy Project]
* [https://theneural.wordpress.com/ Neural Networks Blog] by [[Ilya Sutskever]]
* [http://www.magazine.utoronto.ca/life-on-campus/ilya-sutskever-google-phd-fellowship/ A Neural Network for a New Millennium | Ilya Sutskever, Google PhD Fellowship] by [https://www.linkedin.com/in/jessicaleighjohnston Jessica Leigh Johnston], [http://www.magazine.utoronto.ca/ University of Toronto Magazine], [http://www.magazine.utoronto.ca/category/winter-2011/ Winter 2011]
* [http://robohub.org/talking-machines-machine-learning-and-magical-thinking-with-ilya-sutskever/ Talking Machines: Machine learning and magical thinking, with Ilya Sutskever], [http://robohub.org/ Robohub], January 15, 2015
* [https://www.technologyreview.com/lists/innovators-under-35/2015/visionary/ilya-sutskever/ Ilya Sutskever | Innovators Under 35], [https://en.wikipedia.org/wiki/MIT_Technology_Review MIT Technology Review]
* [https://www.nytimes.com/2018/04/19/technology/artificial-intelligence-salaries-openai.html A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit] by [https://www.nytimes.com/by/cade-metz Cade Metz], [https://en.wikipedia.org/wiki/The_New_York_Times The New York Times], April 19, 2018
=References=
<references />
'''[[People|Up one level]]'''
