25,161
edits
Changes
Created page with "'''Home * People * Jean-Yves Audibert''' FILE:jya.jpg|border|right|thumb|link=http://certis.enpc.fr/~audibert/| Jean-Yves Audibert <ref>[http://certis.e..."
'''[[Main Page|Home]] * [[People]] * Jean-Yves Audibert'''
[[FILE:jya.jpg|border|right|thumb|link=http://certis.enpc.fr/~audibert/| Jean-Yves Audibert <ref>[http://certis.enpc.fr/~audibert/ Jean-Yves Audibert - Homepage]</ref> ]]
'''Jean-Yves Audibert''',<br/>
a French statistician, computer scientist, and lecturer at [https://en.wikipedia.org/wiki/%C3%89cole_Normale_Sup%C3%A9rieure_de_Cachan École Normale Supérieure de Cachan] and [https://en.wikipedia.org/wiki/%C3%89cole_nationale_des_ponts_et_chauss%C3%A9es École nationale des ponts et chaussées] <ref>[http://certis.enpc.fr/~audibert/teaching.html Jean-Yves Audibert - Teaching]</ref>. His research topics include [[Learning|machine learning]], specially [https://en.wikipedia.org/wiki/Probably_approximately_correct_learning Probably approximately correct (PAC) learning], [https://en.wikipedia.org/wiki/Multi-armed_bandit Multi-armed bandits], [https://en.wikipedia.org/wiki/Non-parametric_statistics Non-parametric statistics], [https://en.wikipedia.org/wiki/Sequential_estimation Sequential prediction] <ref>[http://robowiki.net/wiki/Sequential_Prediction Sequential Prediction] from [http://robowiki.net/wiki/Main_Page RoboWiki]</ref> with limited feedback and [https://en.wikipedia.org/wiki/Computer_vision Computer vision]. Jean-Yves Audibert is contributor to the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=515 Mogo], using [[Monte-Carlo Tree Search]] which uses patterns in the simulations and improvements in [[UCT]] <ref>[http://www.lri.fr/~teytaud/mogo.html MoGo: a software for the Game of Go]</ref>.
=Selected Publications=
<ref>[http://certis.enpc.fr/~audibert/publis.htm Jean-Yves Audibert - Publications]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/a/Audibert:Jean=Yves.html dblp: Jean-Yves Audibert]</ref>
==2004 ...==
* [[Jean-Yves Audibert]] ('''2004'''). ''PAC-Bayesian Statistical Learning Theory''. Ph.D. thesis, [[University of Paris#6|Université Paris VI]], [http://certis.enpc.fr/~audibert/Mes%20articles/PhDthesis.pdf pdf], [http://certis.enpc.fr/~audibert/Mes%20articles/audibert_PhD_defense.pdf slides as pdf]
* [[Jean-Yves Audibert]], [[Rémi Munos]], [[Csaba Szepesvári]] ('''2007'''). ''Tuning Bandit Algorithms in Stochastic Environments''. [http://certis.enpc.fr/~audibert/ucb_alt.pdf pdf]
* [[Yizao Wang]], [[Jean-Yves Audibert]], [[Rémi Munos]] ('''2008'''). ''Algorithms for Infinitely Many-Armed Bandits'', , Advances in Neural Information Processing Systems, [http://www.stat.lsa.umich.edu/%7Eyizwang/publications/wang08algorithms.pdf pdf], Supplemental material - [http://www.stat.lsa.umich.edu/%7Eyizwang/publications/wang08algorithmsSupp.pdf pdf]
* [[Jean-Yves Audibert]], [[Rémi Munos]], [[Csaba Szepesvári]] ('''2009'''). ''Exploration-exploitation trade-off using variance estimates in multi-armed bandits''. Theoretical Computer Science, 410:1876-1902, 2009, [http://www.ualberta.ca/~szepesva/papers/ucbtuned-journal.pdf pdf]
==2010 ...==
* [[Jean-Yves Audibert]] ('''2010'''). ''PAC-Bayesian aggregation and multi-armed bandits''. Habilitation thesis, [[University of Paris#12|Université Paris Est]], [http://certis.enpc.fr/~audibert/Mes%20articles/hdr.pdf pdf], [http://certis.enpc.fr/~audibert/Mes%20articles/hdrSlides.pdf slides as pdf]
* [[Jean-Yves Audibert]], [[Sébastien Bubeck]], [[Gábor Lugosi]] ('''2013'''). ''Regret in Online Combinatorial Optimization''. [http://arxiv.org/abs/1204.4710v2 arXiv:1204.4710v2]
=External Links=
* [http://certis.enpc.fr/~audibert/ Jean-Yves Audibert - Homepage]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:jya.jpg|border|right|thumb|link=http://certis.enpc.fr/~audibert/| Jean-Yves Audibert <ref>[http://certis.enpc.fr/~audibert/ Jean-Yves Audibert - Homepage]</ref> ]]
'''Jean-Yves Audibert''',<br/>
a French statistician, computer scientist, and lecturer at [https://en.wikipedia.org/wiki/%C3%89cole_Normale_Sup%C3%A9rieure_de_Cachan École Normale Supérieure de Cachan] and [https://en.wikipedia.org/wiki/%C3%89cole_nationale_des_ponts_et_chauss%C3%A9es École nationale des ponts et chaussées] <ref>[http://certis.enpc.fr/~audibert/teaching.html Jean-Yves Audibert - Teaching]</ref>. His research topics include [[Learning|machine learning]], specially [https://en.wikipedia.org/wiki/Probably_approximately_correct_learning Probably approximately correct (PAC) learning], [https://en.wikipedia.org/wiki/Multi-armed_bandit Multi-armed bandits], [https://en.wikipedia.org/wiki/Non-parametric_statistics Non-parametric statistics], [https://en.wikipedia.org/wiki/Sequential_estimation Sequential prediction] <ref>[http://robowiki.net/wiki/Sequential_Prediction Sequential Prediction] from [http://robowiki.net/wiki/Main_Page RoboWiki]</ref> with limited feedback and [https://en.wikipedia.org/wiki/Computer_vision Computer vision]. Jean-Yves Audibert is contributor to the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=515 Mogo], using [[Monte-Carlo Tree Search]] which uses patterns in the simulations and improvements in [[UCT]] <ref>[http://www.lri.fr/~teytaud/mogo.html MoGo: a software for the Game of Go]</ref>.
=Selected Publications=
<ref>[http://certis.enpc.fr/~audibert/publis.htm Jean-Yves Audibert - Publications]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/a/Audibert:Jean=Yves.html dblp: Jean-Yves Audibert]</ref>
==2004 ...==
* [[Jean-Yves Audibert]] ('''2004'''). ''PAC-Bayesian Statistical Learning Theory''. Ph.D. thesis, [[University of Paris#6|Université Paris VI]], [http://certis.enpc.fr/~audibert/Mes%20articles/PhDthesis.pdf pdf], [http://certis.enpc.fr/~audibert/Mes%20articles/audibert_PhD_defense.pdf slides as pdf]
* [[Jean-Yves Audibert]], [[Rémi Munos]], [[Csaba Szepesvári]] ('''2007'''). ''Tuning Bandit Algorithms in Stochastic Environments''. [http://certis.enpc.fr/~audibert/ucb_alt.pdf pdf]
* [[Yizao Wang]], [[Jean-Yves Audibert]], [[Rémi Munos]] ('''2008'''). ''Algorithms for Infinitely Many-Armed Bandits'', , Advances in Neural Information Processing Systems, [http://www.stat.lsa.umich.edu/%7Eyizwang/publications/wang08algorithms.pdf pdf], Supplemental material - [http://www.stat.lsa.umich.edu/%7Eyizwang/publications/wang08algorithmsSupp.pdf pdf]
* [[Jean-Yves Audibert]], [[Rémi Munos]], [[Csaba Szepesvári]] ('''2009'''). ''Exploration-exploitation trade-off using variance estimates in multi-armed bandits''. Theoretical Computer Science, 410:1876-1902, 2009, [http://www.ualberta.ca/~szepesva/papers/ucbtuned-journal.pdf pdf]
==2010 ...==
* [[Jean-Yves Audibert]] ('''2010'''). ''PAC-Bayesian aggregation and multi-armed bandits''. Habilitation thesis, [[University of Paris#12|Université Paris Est]], [http://certis.enpc.fr/~audibert/Mes%20articles/hdr.pdf pdf], [http://certis.enpc.fr/~audibert/Mes%20articles/hdrSlides.pdf slides as pdf]
* [[Jean-Yves Audibert]], [[Sébastien Bubeck]], [[Gábor Lugosi]] ('''2013'''). ''Regret in Online Combinatorial Optimization''. [http://arxiv.org/abs/1204.4710v2 arXiv:1204.4710v2]
=External Links=
* [http://certis.enpc.fr/~audibert/ Jean-Yves Audibert - Homepage]
=References=
<references />
'''[[People|Up one level]]'''
