Ajout d'une bibliographie. Nombreux ajouts :

- Algorithme UCB
- Prédiction convexe avec info totale

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+@book{plg,
+  title="Prediction, learning, and games",
+  author="Cesa-Bianchi, Nicoló and Lugosi, Gàbor",
+  year="2006",
+  publisher="Cambridge University Press"
+}
+
+@conference{zink,
+  title="Online Convex Programming and Generalized Infinitesimal
+Gradient Ascent",
+  author="Zinkevich, Martin",
+  booktitle="Proceedings of The 20th International Conference
+on Machine Learning",
+  year="2003"
+}
+
+@conference{linband,
+  title="Competing in the Dark: An Efficient Algorithm for Bandit Linear
+Optimization ",
+  author="Jacob Abernethy and Elad Hazan and Alexander Rakhlin",
+  booktitle="Proceedings of The 21st Annual Conference on
+Learning Theory",
+  year="2008",
+  month="Juillet",
+}
+
+@unpublished{exp4,
+  title="An Optimal High Probability Algorithm for the Contextual Bandit
+Problem",
+  author="Alina Beygelzimer and John Langford and Lihong Li and Lev Reyzin and
+Robert E. Schapire",
+  note="Publié sur arXiv",
+  year="2010"
+}
+
+@unpublished{audbu,
+  title="Minimax Policies for Bandits Games",
+  author="Jean-Yves Audibert and Sébastien Bubeck",
+  year="2010",
+  note="À paraître"
+}
+
+@article{bandsto,
+  title="Finite time analysis of the multiarmed bandit problem",
+  author="Peter Auer and Cesa-Bianchi, Nicoló and Paul Fischer",
+  journal="Machine Learning",
+  year="2002",
+  volume="47",
+  pages="235--256",
+  number="2/3"
+}
+
+@article{bandet,
+  title="The nonstochastic multiarmed bandit problem",
+  author="Peter Auer and Nicoló Cesa-Bianchi and Yoav Freund and Robert E.
+Schapire",
+  journal="SIAM Journal on Computing",
+  volume="32",
+  number="1",
+  pages="48--77",
+  year="2002"
+}
+
+@conference{multi,
+  title="Optimal Algorithms for Online Convex Optimization with Multi-Point
+Bandit Feedback",
+  author="Alekh Agarwal and Ofer Dekel and Lin Xiao",
+  booktitle="Proceedings of The 23rd Annual Conference on
+Learning Theory",
+  year="2010"
+}
+
+@article{label,
+  title="Minimizing regret with label efficient prediction",
+  author="Cesa-Bianchi, Nicoló and Lugosi, Gàbor and Gilles Stoltz",
+  journal="IEEE Transactions on Information Theory",
+  volume="51",
+  number="6",
+  year="2005",
+  pages="2152--2162"
+}
+
+@book{massart,
+  title="Concentration Inequalities and Model Selection",
+  author="Pascal Massart",
+  series="Lecture Notes in Mathematics",
+  publisher="Springer",
+  note="École d'Eté de Probabilités de Saint-Flour XXXIII -- 2003",
+  year="2007"
+}
+
+
+
+
+