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Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access dataset

Lindsey Power , Cédric Allain , Thomas Moreau , Alexandre Gramfort , Timothy Bardouille
NeuroImage, 2023, 267, pp.119809. ⟨10.1016/j.neuroimage.2022.119809⟩
Article dans une revue hal-04397451v1
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fMRI BOLD signal decomposition using a multivariate low-rank model

Hamza Cherkaoui , Thomas Moreau , Abderrahim Halimi , Philippe Ciuciu
Eusipco 2019 - 27th European Signal Processing Conference, Sep 2019, Corunna, Spain
Communication dans un congrès hal-02163497v2
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Wavelets in the deep learning era

Zaccharie Ramzi , Kevin Michalewicz , Jean-Luc Starck , Thomas Moreau , Philippe Ciuciu
Journal of Mathematical Imaging and Vision, 2022, 65, ⟨10.1007/s10851-022-01123-w⟩
Article dans une revue hal-03346892v1
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DiCoDiLe: Distributed Convolutional Dictionary Learning

Thomas Moreau , Alexandre Gramfort
IEEE Transactions on Pattern Analysis and Machine Intelligence, In press
Article dans une revue hal-02371715v2
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DriPP: Driven point processes to model stimuli induced patterns in M/EEG signals

Cédric Allain , Alexandre Gramfort , Thomas Moreau
ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, online, France
Communication dans un congrès hal-03470630v2
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NeuMiss networks: differentiable programming for supervised learning with missing values

Marine Le Morvan , Julie Josse , Thomas Moreau , Erwan Scornet , Gaël Varoquaux
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada
Communication dans un congrès hal-02888867v3

Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers

Matthieu Terris , Thomas Moreau
2023
Pré-publication, Document de travail hal-04346460v1
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HNPE: Leveraging Global Parameters for Neural Posterior Estimation

Pedro Luiz Coelho Rodrigues , Thomas Moreau , Gilles Louppe , Alexandre Gramfort
NeurIPS 2021, Dec 2021, Sydney (Online), Australia
Communication dans un congrès hal-03139916v3
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Multivariate semi-blind deconvolution of fMRI time series

Hamza Cherkaoui , Thomas Moreau , Abderrahim Halimi , Claire Leroy , Philippe Ciuciu
Article dans une revue hal-03005584v2
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Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals

Tom Dupré La Tour , Thomas Moreau , Mainak Jas , Alexandre Gramfort
Advances in Neural Information Processing Systems (NeurIPS), Dec 2018, Montréal, Canada
Communication dans un congrès hal-01966685v1
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A Data Set for the Study of Human Locomotion with Inertial Measurements Units

Charles Truong , Rémi Barrois-Müller , Thomas Moreau , Clément Provost , Aliénor Vienne-Jumeau , et al.
Image Processing On Line, 2019, 9, pp.381-390. ⟨10.5201/ipol.2019.265⟩
Article dans une revue hal-02442702v1

Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in France

Emilie Sbidian , Julie Josse , Guillaume Lemaître , Imke Mayer , Melodie Bernaux , et al.
2020
Pré-publication, Document de travail hal-02995319v1
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Data augmentation for learning predictive models on EEG: a systematic comparison

Cédric Rommel , Joseph Paillard , Thomas Moreau , Alexandre Gramfort
Journal of Neural Engineering, 2022, 19 (6), ⟨10.1088/1741-2552/aca220⟩
Article dans une revue hal-03853329v1
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Learning to solve TV regularized problems with unrolled algorithms

Hamza Cherkaoui , Jeremias Sulam , Thomas Moreau
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Communication dans un congrès hal-02954181v2

FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels

Guillaume Staerman , Cédric Allain , Alexandre Gramfort , Thomas Moreau
International Conference on Machine Learning, Jul 2023, Honololu, Hawaii, United States. pp.32575-32597
Communication dans un congrès hal-03811810v1
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Understanding approximate and unrolled dictionary learning for pattern recovery

Benoît Malézieux , Thomas Moreau , Matthieu Kowalski
International Conference on Learning Representations, Apr 2022, Online, France
Communication dans un congrès hal-03258196v4
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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

Sylvain Chevallier , Igor Carrara , Bruno Aristimunha , Pierre Guetschel , Sara Sedlar , et al.
2024
Pré-publication, Document de travail hal-04537061v1

Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals

Clément Bonet , Benoît Malézieux , Alain Rakotomamonjy , Lucas Drumetz , Thomas Moreau , et al.
ICML 2023 - Fortieth International Conference on Machine Learning, Jul 2023, Honololu, United States. pp.1-29
Communication dans un congrès hal-04250921v1
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A lower bound and a near-optimal algorithm for bilevel empirical risk minimization

Mathieu Dagréou , Thomas Moreau , Samuel Vaiter , Pierre Ablin
International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain. ⟨10.48550/arXiv.2302.08766⟩
Communication dans un congrès hal-04302861v3
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PAVI: Plate-Amortized Variational Inference

Louis Rouillard , Alexandre Le Bris , Thomas Moreau , Demian Wassermann
Transactions on Machine Learning Research Journal, 2023
Article dans une revue hal-03684389v2
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CADDA: Class-wise automatic differentiable data augmentation for EEG signals

Cédric Rommel , Thomas Moreau , Joseph Paillard , Alexandre Gramfort
ICLR 2022 - Tenth International Conference on Learning Representations, Apr 2022, Virtual event, France
Communication dans un congrès hal-03483570v3
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Deep invariant networks with differentiable augmentation layers

Cédric Rommel , Thomas Moreau , Alexandre Gramfort
Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès hal-03691742v1
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SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models

Zaccharie Ramzi , Florian Mannel , Shaojie Bai , Jean-Luc Starck , Philippe Ciuciu , et al.
ICLR 2022 - International Conference on Learning Representations, Apr 2022, Virtual, United States
Communication dans un congrès hal-03246167v3
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Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding

Clément Lalanne , Maxence Rateaux , Laurent Oudre , Matthieu Robert , Thomas Moreau
EMBC 2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, Jul 2020, Montreal / Virtuel, Canada. pp.928-931, ⟨10.1109/EMBC44109.2020.9175621⟩
Communication dans un congrès hal-03022547v1
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Wavelets in the Deep Learning ERA

Zaccharie Ramzi , Jean-Luc Starck , Thomas Moreau , Philippe Ciuciu
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands
Communication dans un congrès hal-03020214v1

Equivariant plug-and-play image reconstruction

Matthieu Terris , Thomas Moreau , Nelly Pustelnik , Julian Tachella
2023
Pré-publication, Document de travail hal-04346463v1
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A framework for bilevel optimization that enables stochastic and global variance reduction algorithms

Mathieu Dagréou , Pierre Ablin , Samuel Vaiter , Thomas Moreau
Advances in Neural Information Processing Systems (NeurIPS), Nov 2022, New Orleans, United States
Communication dans un congrès hal-03562151v2
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks

Thomas Moreau , Mathurin Massias , Alexandre Gramfort , Pierre Ablin , Pierre-Antoine Bannier , et al.
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès hal-03830604v1
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Clinical Characteristics, Care Trajectories and Mortality Rate of SARS-CoV-2 Infected Cancer Patients: A Multicenter Cohort Study

Marc-Antoine Benderra , Ainhoa Aparicio , Judith Leblanc , Demian Wassermann , Emmanuelle Kempf , et al.
Cancers, 2021, 13 (19), pp.4749. ⟨10.3390/cancers13194749⟩
Article dans une revue hal-03379679v1

Super-efficiency of automatic differentiation for functions defined as a minimum

Pierre Ablin , Gabriel Peyré , Thomas Moreau
International Conference on Machine Learning, Aug 2020, Vienna, Austria
Communication dans un congrès hal-02941922v1