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Accelerating ISTA with an active set strategy

 Matthieu Kowalski , Pierre Weiss , Alexandre Gramfort , Sandrine Anthoine
OPT 2011: 4th International Workshop on Optimization for Machine Learning, Dec 2011, Sierra Nevada, Spain. pp.7
Communication dans un congrès hal-00696992v2
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Domain adaptation with optimal transport improves EEG sleep stage classifiers

 Stanislas Chambon , Mathieu N. Galtier , Alexandre Gramfort
Pattern Recognition in Neuroimaging, Jun 2018, Singapour, Singapore
Communication dans un congrès hal-01814190v1
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Predictive usefulness of RT-PCR testing in different patterns of Covid-19 symptomatology: analysis of a French cohort of 12,810 outpatients

 Caroline Apra , Charlotte Caucheteux , Arthur Mensch , Jenny Mansour , Mélodie Bernaux , et al.
Scientific Reports, 2021, 11, pp.21233. ⟨10.1038/s41598-021-99991-6⟩
Article dans une revue hal-03895166v1
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Repurposing electroencephalogram monitoring of general anaesthesia for building biomarkers of brain ageing: an exploratory study

 David Sabbagh , Jérôme Cartailler , Cyril Touchard , Jona Joachim , Alexandre Mebazaa , et al.
British Journal of Anaesthesia open, 2023, 7, pp.100145. ⟨10.1016/j.bjao.2023.100145⟩
Article dans une revue hal-04191894v1

Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging

 Bruno Hebling Vieira , Franziskus Liem , Kamalaker Dadi , Denis Engemann , Alexandre Gramfort , et al.
Neurobiology of Aging, 2022, 118, pp.55-65. ⟨10.1016/j.neurobiolaging.2022.06.008⟩
Article dans une revue hal-03808175v1
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Improved MEG/EEG source localization with reweighted mixed-norms

 Daniel Strohmeier , Jens Haueisen , Alexandre Gramfort
Pattern Recognition in Neuroimaging, 2014 International Workshop on, Jun 2014, Tubingen, Germany. pp.1-4, ⟨10.1109/PRNI.2014.6858545⟩
Communication dans un congrès hal-01044748v1

GAP Safe screening rules for sparse multi-task and multi-class models

 Eugène Ndiaye , Olivier Fercoq , Alexandre Gramfort , Joseph Salmon
Conference on Neural Information Processing Systems, Dec 2015, Montréal, Canada
Communication dans un congrès hal-02287197v1

MNE software for processing MEG and EEG data

 Alexandre Gramfort , Martin Luessi , Eric Larson , Denis Engemann , Daniel Strohmeier , et al.
NeuroImage, 2014, 86, pp.446-460. ⟨10.1016/j.neuroimage.2013.10.027⟩
Article dans une revue hal-03541563v1
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Repurposing EEG monitoring of general anaesthesia for building biomarkers of brain ageing: An exploratory study

 David Sabbagh , Jérôme Cartailler , Cyril Touchard , Jona Joachim , Alexandre Mebazaa , et al.
2022
Pré-publication, Document de travail hal-03671308v1
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Seeing it all: Convolutional network layers map the function of the human visual system

 Michael Eickenberg , Alexandre Gramfort , Gaël Varoquaux , Bertrand Thirion
NeuroImage, 2016, ⟨10.1016/j.neuroimage.2016.10.001⟩
Article dans une revue hal-01389809v1

Sparse DSI: Learning DSI structure for denoising and fast imaging

 Alexandre Gramfort , Poupon Cyril , Maxime Descoteaux
MICCAI, Oct 2012, Nice, France
Communication dans un congrès hal-00723897v1
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Multi-condition M/EEG inverse modeling with sparsity assumptions: how to estimate what is common and what is specific in multiple experimental conditions

 Alexandre Gramfort
Biomag: International Conference on Biomagnetism, Mar 2010, Dubrovnik, Croatia
Communication dans un congrès inria-00468592v1
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Functional brain imaging with M/EEG using structured sparsity in time-frequency dictionaries

 Alexandre Gramfort , Daniel Strohmeier , Jens Haueisen , Matti Hamalainen , Matthieu Kowalski
International Conference on Information Processing in Medical Imaging (IPMI '11), Jul 2011, Irsee, Germany. pp.600-611, ⟨10.1007/978-3-642-22092-0_49⟩
Communication dans un congrès inria-00605502v1
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Total Variation regularization enhances regression-based brain activity prediction

 Vincent Michel , Alexandre Gramfort , Gaël Varoquaux , Bertrand Thirion
1st ICPR Workshop on Brain Decoding - Pattern recognition challenges in neuroimaging - 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.9-12, ⟨10.1109/WBD.2010.13⟩
Communication dans un congrès hal-00504095v1

Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients

 Sébastien Czernichow , Nathanael Beeker , Claire Rives‐lange , Emmanuel Guerot , Jean‐luc Diehl , et al.
Obesity, 2020, 28 (12), pp.2282-2289. ⟨10.1002/oby.23014⟩
Article dans une revue hal-03677189v1
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Spectral independent component analysis with noise modeling for M/EEG source separation

 Pierre Ablin , Jean-François Cardoso , Alexandre Gramfort
Journal of Neuroscience Methods, 2021, 356, ⟨10.1016/j.jneumeth.2021.109144⟩
Article dans une revue hal-02941908v1
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Spatio-Temporal Alignments: Optimal transport through space and time

 Hicham Janati , Marco Cuturi , Alexandre Gramfort
2019
Pré-publication, Document de travail hal-02309340v2
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Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection

 Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
MLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩
Communication dans un congrès hal-00959103v1

Décrypter les signaux du cerveau

 Alexandre Gramfort , Joanna Jongwane
Interstices, 2016
Article dans une revue hal-01350451v1
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MultiView Independent Component Analysis with Delays

 Ambroise Heurtebise , Pierre Ablin , Alexandre Gramfort
MLSP 2023 - 33rd IEEE International Workshop on Machine Learning for Signal Processing, Sep 2023, Rome, Italy
Communication dans un congrès hal-04317549v1
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Deep language algorithms predict semantic comprehension from brain activity

 Charlotte Caucheteux , Alexandre Gramfort , Jean-Rémi King
Scientific Reports, 2022, ⟨10.1038/s41598-022-20460-9⟩
Article dans une revue hal-03361426v1
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A priori par normes mixtes pour les problèmes inverses Application à la localisation de sources en M/EEG

 Matthieu Kowalski , Alexandre Gramfort
GRETSI 2009, Sep 2009, Dijon, France. pp.564
Communication dans un congrès hal-00424039v1

Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps.

 Alexandre Gramfort , Benoit Cottereau , Maureen Clerc , Bertrand Thirion , Sylvain Baillet
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 2007, pp.4945-8. ⟨10.1109/IEMBS.2007.4353450⟩
Article dans une revue inria-00502698v1
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Improved brain pattern recovery through ranking approaches

 Fabian Pedregosa , Elodie Cauvet , Gaël Varoquaux , Christophe Pallier , Bertrand Thirion , et al.
PRNI 2012 : 2nd International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom
Communication dans un congrès hal-00717954v1
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The Optimal Noise in Noise-Contrastive Learning Is Not What You Think

 Omar Chehab , Alexandre Gramfort , Aapo Hyvärinen
UAI 2022 - 38th Conference on Uncertainty in Artificial Intelligence, Aug 2022, Eindhoven, Netherlands
Communication dans un congrès hal-03808351v1
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FA$\mu$ST: speeding up linear transforms for tractable inverse problems

 Luc Le Magoarou , Rémi Gribonval , Alexandre Gramfort
European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
Communication dans un congrès hal-01156478v1

Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection

 Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom
Communication dans un congrès hal-02288386v1
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Non-negative matrix factorization for single-channel EEG artifact rejection

 Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
ICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩
Communication dans un congrès hal-00958775v1
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Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates

 Hicham Janati , Thomas Bazeille , Bertrand Thirion , Marco Cuturi , Alexandre Gramfort
IPMI 2019 - 26th international conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, Hong Kong SAR China
Communication dans un congrès hal-02013889v5
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Wasserstein regularization for sparse multi-task regression

 Hicham Janati , Marco Cuturi , Alexandre Gramfort
AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Naha, Japan
Communication dans un congrès hal-02304176v1
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