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All publications by Stéphan Clémençcon
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SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk
Guillaume Papa, Stéphan Clémençcon and Aurélien Bellet
Advances in Neural Information Processing Systems 28, 2015


Extending Gossip Algorithms to Distributed Estimation of U-statistics
Igor Colin, Aurélien Bellet, Joseph Salmon and Stéphan Clémençcon
Advances in Neural Information Processing Systems 28, 2015


On Partitioning Rules for Bipartite Ranking
Stéphan Clémençcon and Nicolas Vayatis
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Ranking the Best Instances
Stéphan Clémençcon and Nicolas Vayatis
Journal of Machine Learning Research, 2007