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All publications by Stéphan J. Clémençcon
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On U-processes and clustering performance
Stéphan J. Clémençcon
Advances in Neural Information Processing Systems 24, 2011


Minimax Learning Rates for Bipartite Ranking and Plug-in Rules
Sylvain Robbiano and Stéphan J. Clémençcon
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Nonparametric estimation of the precision-recall curve
Nicolas Vayatis and Stéphan J. Clémençcon
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


AUC optimization and the two-sample problem
Nicolas Vayatis, Marine Depecker and Stéphan J. Clémençcon
Advances in Neural Information Processing Systems 22, 2009


On Bootstrapping the ROC Curve
Patrice Bertail, Stéphan J. Clémençcon and Nicolas Vayatis
Advances in Neural Information Processing Systems 21, 2008


Overlaying classifiers: a practical approach for optimal ranking
Stéphan J. Clémençcon and Nicolas Vayatis
Advances in Neural Information Processing Systems 21, 2008


Empirical performance maximization for linear rank statistics
Stéphan J. Clémençcon and Nicolas Vayatis
Advances in Neural Information Processing Systems 21, 2008