Spatio-Temporal Alignments: Optimal transport through space and time
Hicham Janati
,
Marco Cuturi
,
Alexandre Gramfort
2019
Preprints, Working Papers, ...
hal-02309340v2
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Spectral independent component analysis with noise modeling for M/EEG source separation
Pierre Ablin
,
Jean-François Cardoso
,
Alexandre Gramfort
Journal articles
hal-02941908v1
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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
Conference papers
inria-00468592v1
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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⟩
Conference papers
hal-00504095v1
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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.
Journal articles
hal-03677189v1
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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.
Journal articles
hal-03895166v1
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MNE software for processing MEG and EEG data
Alexandre Gramfort
,
Martin Luessi
,
Eric Larson
,
Denis Engemann
,
Daniel Strohmeier
,
et al.
Journal articles
hal-03541563v1
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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
Conference papers
hal-00696992v2
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Sparse DSI: Learning DSI structure for denoising and fast imaging
Alexandre Gramfort
,
Poupon Cyril
,
Maxime Descoteaux
MICCAI , Oct 2012, Nice, France
Conference papers
hal-00723897v1
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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⟩
Conference papers
inria-00605502v1
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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.
Journal articles
hal-03808175v1
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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
Preprints, Working Papers, ...
hal-03671308v1
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Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection
Cécilia Damon
,
Antoine Liutkus
,
Alexandre Gramfort
,
Slim Essid
Conference papers
hal-00959103v1
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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
Journal articles
hal-01389809v1
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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
Conference papers
hal-01814190v1
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Improved MEG/EEG source localization with reweighted mixed-norms
Daniel Strohmeier
,
Jens Haueisen
,
Alexandre Gramfort
Conference papers
hal-01044748v1
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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
Conference papers
hal-02287197v1
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OpenMEEG software for forward problems, coping with non-nested geometries
Maureen Clerc
,
Alexandre Gramfort
,
Théodore Papadopoulo
International Conference on Biomagnetism , Aug 2018, Philadelphia, United States
Poster communications
hal-02077006v1
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Learning summary features of time series for likelihood free inference
Pedro Luiz Coelho Rodrigues
,
Alexandre Gramfort
Workshop on Machine Learning and the Physical Sciences at the 34th conference on NeurIPS , Dec 2020, Online conference, United States
Conference papers
hal-03367439v1
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A reusable benchmark of brain-age prediction from M/EEG resting-state signals
Denis Engemann
,
Apolline Mellot
,
Richard Höchenberger
,
Hubert Banville
,
David Sabbagh
,
et al.
Journal articles
hal-04063524v1
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A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices
Mainak Jas
,
Eric Larson
,
Denis Engemann
,
Jaakko Leppäkangas
,
Samu Taulu
,
et al.
Journal articles
hal-01854552v1
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Total variation regularization for fMRI-based prediction of behaviour.
Vincent Michel
,
Alexandre Gramfort
,
Gaël Varoquaux
,
Evelyn Eger
,
Bertrand Thirion
Journal articles
inria-00563468v1
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Tracking cortical activity with spatio-temporal constraints using graph-cuts and M/EEG
Alexandre Gramfort
,
Théodore Papadopoulo
,
Benoit Cottereau
,
Sylvain Baillet
,
Maureen Clerc
Biomag , Aug 2008, Sapporo, Japan
Conference papers
inria-00336887v1
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Shared Independent Component Analysis for Multi-Subject Neuroimaging
Hugo Richard
,
Pierre Ablin
,
Bertrand Thirion
,
Alexandre Gramfort
,
Aapo Hyvärinen
35th Conference on Neural Information Processing Systems NeurIPS 2021 , Dec 2021, Sydney (Virtual Conference), Australia
Conference papers
hal-03405984v1
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Scikit-learn: Machine Learning in Python
Fabian Pedregosa
,
Gaël Varoquaux
,
Alexandre Gramfort
,
Vincent Michel
,
Bertrand Thirion
,
et al.
Journal of Machine Learning Research , 2011
Journal articles
hal-00650905v2
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Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity
Rodolphe Jenatton
,
Alexandre Gramfort
,
Vincent Michel
,
Guillaume Obozinski
,
Evelyn Eger
,
et al.
Journal articles
inria-00589785v2
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Electro-Metabolic Coupling Investigated with Jitter Invariant Dictionary Learning
Sebastian Hitziger
,
Maureen Clerc
,
Alexandre Gramfort
,
Sandrine Saillet
,
Christian G. Bénar
,
et al.
OHBM 2014 , Jun 2014, Hamburg, Germany.
Poster communications
hal-01094674v1
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Calibration of One-Class SVM for MV set estimation
Albert Thomas
,
Vincent Feuillard
,
Alexandre Gramfort
IEEE DSAA' 2015 , Oct 2015, Paris, France
Conference papers
hal-01188294v1
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A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging
Yousra Bekhti
,
Felix Lucka
,
Joseph Salmon
,
Alexandre Gramfort
Inverse Problems , 2018, 34 (8), pp.085010
Journal articles
hal-01970744v1
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Parametric estimation of spectrum driven by an exogenous signal
Tom Dupré La Tour
,
Yves Grenier
,
Alexandre Gramfort
42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) , Mar 2017, La Nouvelle Orléans, LA, United States
Conference papers
hal-01448603v2
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