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Alexandre Gramfort

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PARIETAL

Wasserstein regularization for sparse multi-task regression

Oct 11, 2018
Hicham Janati, Marco Cuturi, Alexandre Gramfort

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A deep learning architecture to detect events in EEG signals during sleep

Jul 11, 2018
Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort

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Accelerating likelihood optimization for ICA on real signals

Jun 25, 2018
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

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Celer: a Fast Solver for the Lasso with Dual Extrapolation

Jun 06, 2018
Mathurin Massias, Alexandre Gramfort, Joseph Salmon

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Scikit-learn: Machine Learning in Python

Jun 05, 2018
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Andreas Müller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Édouard Duchesnay

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Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals

May 26, 2018
Tom Dupré La Tour, Thomas Moreau, Mainak Jas, Alexandre Gramfort

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EM algorithms for ICA

May 25, 2018
Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis Bach

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Gap Safe screening rules for sparsity enforcing penalties

Dec 27, 2017
Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

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Faster ICA under orthogonal constraint

Nov 29, 2017
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

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A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

Nov 27, 2017
Stanislas Chambon, Mathieu Galtier, Pierrick Arnal, Gilles Wainrib, Alexandre Gramfort

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