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All publications by Joseph Salmon
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Mind the duality gap: safer rules for the Lasso
Olivier Fercoq, Alexandre Gramfort and Joseph Salmon
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 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


GAP Safe screening rules for sparse multi-task and multi-class models
Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort and Joseph Salmon
Advances in Neural Information Processing Systems 28, 2015


Probabilistic low-rank matrix completion on finite alphabets
Jean Lafond, Olga Klopp, Eric Moulines and Joseph Salmon
Advances in Neural Information Processing Systems 27, 2014


Learning Heteroscedastic Models by Convex Programming under Group Sparsity
Arnak Dalalyan, Mohamed Hebiri, Katia Meziani and Joseph Salmon
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013