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Created page with "'''Home * People * Laurent Sifre''' FILE:laurentsifre.jpg|border|right|thumb|link=http://www.cmap.polytechnique.fr/~sifre/| Laurent Sifre <ref>[http://ww..."
'''[[Main Page|Home]] * [[People]] * Laurent Sifre'''
[[FILE:laurentsifre.jpg|border|right|thumb|link=http://www.cmap.polytechnique.fr/~sifre/| Laurent Sifre <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref> ]]
'''Thomas Hubert''',<br/>
a French mathematician, computer scientist, and senior research scientist at [[Google]] [[DeepMind]], involved in the [[AlphaGo]] and [[AlphaZero]] projects mastering the games of [[Go]], [[Chess|chess]] and [[Shogi]]. He holds a Ph.D. in [https://en.wikipedia.org/wiki/Applied_mathematics applied mathematics] from [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique] under [[Mathematician#SMallat|Stéphane Mallat]] <ref>[[Laurent Sifre]] ('''2014'''). ''Rigid-Motion Scattering for Image Classification''. Ph.D. thesis, [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique], supervisor [[Mathematician#SMallat|Stéphane Mallat]], [http://www.di.ens.fr/data/publications/papers/phd_sifre.pdf pdf]</ref>, where his research focused on the design of invariant image representations based on the [https://en.wikipedia.org/wiki/Inverse_scattering_transform scattering transforms]. Applications include [https://en.wikipedia.org/wiki/Texture texture], and [https://en.wikipedia.org/wiki/Contextual_image_classification image classification] <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref>.
=Selected Publications=
<ref>[https://deepmind.com/research/publications/ Publications | DeepMind]</ref>
==2014==
* [[Laurent Sifre]], [[Mathematician#SMallat|Stéphane Mallat]] ('''2014'''). ''Rigid-Motion Scattering for Texture Classification''. [https://arxiv.org/abs/1403.1687 arXiv:1403.1687]
* [[Laurent Sifre]] ('''2014'''). ''Rigid-Motion Scattering for Image Classification''. Ph.D. thesis, [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique], supervisor [[Mathematician#SMallat|Stéphane Mallat]], [http://www.di.ens.fr/data/publications/papers/phd_sifre.pdf pdf]
==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 »
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] <ref>[http://www.open-chess.org/viewtopic.php?f=5&t=3153 Alpha Zero] by [[Mark Watkins|BB+]], [[Computer Chess Forums|OpenChess Forum]], December 06, 2017</ref>
=External Links=
* [http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]
* [https://www.linkedin.com/in/sifre/ Laurent Sifre | LinkedIn]
* [https://scholar.google.com/citations?user=0kVh58wAAAAJ&hl=en Laurent Sifre - Google Scholar Citations]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:laurentsifre.jpg|border|right|thumb|link=http://www.cmap.polytechnique.fr/~sifre/| Laurent Sifre <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref> ]]
'''Thomas Hubert''',<br/>
a French mathematician, computer scientist, and senior research scientist at [[Google]] [[DeepMind]], involved in the [[AlphaGo]] and [[AlphaZero]] projects mastering the games of [[Go]], [[Chess|chess]] and [[Shogi]]. He holds a Ph.D. in [https://en.wikipedia.org/wiki/Applied_mathematics applied mathematics] from [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique] under [[Mathematician#SMallat|Stéphane Mallat]] <ref>[[Laurent Sifre]] ('''2014'''). ''Rigid-Motion Scattering for Image Classification''. Ph.D. thesis, [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique], supervisor [[Mathematician#SMallat|Stéphane Mallat]], [http://www.di.ens.fr/data/publications/papers/phd_sifre.pdf pdf]</ref>, where his research focused on the design of invariant image representations based on the [https://en.wikipedia.org/wiki/Inverse_scattering_transform scattering transforms]. Applications include [https://en.wikipedia.org/wiki/Texture texture], and [https://en.wikipedia.org/wiki/Contextual_image_classification image classification] <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref>.
=Selected Publications=
<ref>[https://deepmind.com/research/publications/ Publications | DeepMind]</ref>
==2014==
* [[Laurent Sifre]], [[Mathematician#SMallat|Stéphane Mallat]] ('''2014'''). ''Rigid-Motion Scattering for Texture Classification''. [https://arxiv.org/abs/1403.1687 arXiv:1403.1687]
* [[Laurent Sifre]] ('''2014'''). ''Rigid-Motion Scattering for Image Classification''. Ph.D. thesis, [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique], supervisor [[Mathematician#SMallat|Stéphane Mallat]], [http://www.di.ens.fr/data/publications/papers/phd_sifre.pdf pdf]
==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 »
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] <ref>[http://www.open-chess.org/viewtopic.php?f=5&t=3153 Alpha Zero] by [[Mark Watkins|BB+]], [[Computer Chess Forums|OpenChess Forum]], December 06, 2017</ref>
=External Links=
* [http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]
* [https://www.linkedin.com/in/sifre/ Laurent Sifre | LinkedIn]
* [https://scholar.google.com/citations?user=0kVh58wAAAAJ&hl=en Laurent Sifre - Google Scholar Citations]
=References=
<references />
'''[[People|Up one level]]'''
