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All publications by Patrick Gallinari
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Robust Bloom Filters for Large MultiLabel Classification Tasks
Moustapha M. Cisse, Nicolas Usunier, Thierry Arti\`eres and Patrick Gallinari
Advances in Neural Information Processing Systems 26, 2013


"On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking"
Clément Calauzènes, Nicolas Usunier and Patrick Gallinari
Advances in Neural Information Processing Systems 25, 2012


Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision
David Buffoni, Patrick Gallinari, Nicolas Usunier and Clément Calauzènes
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent
Antoine Bordes, Léon Bottou and Patrick Gallinari
Journal of Machine Learning Research, 2009


Ranking with ordered weighted pairwise classification
Nicolas Usunier, David Buffoni and Patrick Gallinari
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Solving multiclass support vector machines with LaRank
Antoine Bordes, Léon Bottou, Patrick Gallinari and Jason Weston
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Generalization error bounds for classifiers trained with interdependent data
Nicolas Usunier, Massih-reza Amini and Patrick Gallinari
Advances in Neural Information Processing Systems 18, 2005