Jean-Yves+Audibert

a French statistician, computer scientist, and lecturer at [|École Normale Supérieure de Cachan] and [|École nationale des ponts et chaussées]. His research topics include machine learning, specially [|Probably approximately correct (PAC) learning], [|Multi-armed bandits], [|Non-parametric statistics], [|Sequential prediction] with limited feedback and [|Computer vision].
 * Home * People * Jean-Yves Audibert**
 * [[image:jya.jpg link="http://certis.enpc.fr/~audibert/"]] ||~  || **Jean-Yves Audibert**,

Jean-Yves Audibert is contributor to the Go playing program [|Mogo], using Monte-Carlo Tree Search which uses patterns in the simulations and improvements in UCT. || toc =Selected Publications=
 * Jean-Yves Audibert ||~   ||^   ||

2004 ...

 * Jean-Yves Audibert (**2004**). //PAC-Bayesian Statistical Learning Theory//. Ph.D. thesis, Université Paris VI, [|pdf], [|slides as pdf]
 * Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári (**2007**). //Tuning Bandit Algorithms in Stochastic Environments//. [|pdf]
 * Yizao Wang, Jean-Yves Audibert, Rémi Munos (**2008**). //Algorithms for Infinitely Many-Armed Bandits//,, Advances in Neural Information Processing Systems, [|pdf], Supplemental material - [|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, [|pdf]

2010 ...

 * Jean-Yves Audibert (**2010**). //PAC-Bayesian aggregation and multi-armed bandits//. Habilitation thesis, Université Paris Est, [|pdf], [|slides as pdf]
 * Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi (**2013**). //Regret in Online Combinatorial Optimization//. [| arXiv:1204.4710v2]

=External Links=
 * [|Jean-Yves Audibert - Homepage]

=References= =What links here?= include page="Jean-Yves Audibert" component="backlinks" limit="40"
 * Up one level**