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All publications by Philippe Preux
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Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques
Jérémie Mary, Philippe Preux and Olivier Nicol
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Generalized Kernel Approach to Structured Output Learning
Hachem Kadri, Mohammad Ghavamzadeh and Philippe Preux
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Multiple Operator-valued Kernel Learning
Hachem Kadri, Alain Rakotomamonjy, Philippe Preux and Francis R. Bach
Advances in Neural Information Processing Systems 25, 2012


Online Clustering of Processes
Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary and Philippe Preux
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Functional Regularized Least Squares Classication with Operator-valued Kernels
Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos and Alain Rakotomamonjy
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Nonlinear functional regression: a functional RKHS approach
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu and Manuel Davy
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010