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All publications by Alexandre Gramfort
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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


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


Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering
Gael Varoquaux, Alexandre Gramfort and Bertrand Thirion
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Brain covariance selection: better individual functional connectivity models using population prior
Gael Varoquaux, Alexandre Gramfort, Jean-baptiste Poline and Bertrand Thirion
Advances in Neural Information Processing Systems 23, 2010