Thomas Moreau
Thomas Moreau
Inria, CEA, Université Paris-Saclay
Потвърден имейл адрес: inria.fr - Начална страница
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ...
Npj Digital Medicine 3 (1), 1-9, 2020
Understanding Trainable Sparse Coding with Matrix Factorization
T Moreau, J Bruna
International Conference on Learning representation (ICLR), 2017
Obesity doubles mortality in patients hospitalized for severe acute respiratory syndrome coronavirus 2 in Paris hospitals, France: a cohort study on 5,795 patients
S Czernichow, N Beeker, C Rives‐Lange, E Guerot, JL Diehl, S Katsahian, ...
Obesity 28 (12), 2282-2289, 2020
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms
M Dagréou, P Ablin, S Vaiter, T Moreau
Advances in Neural Information Processing Systems 35, 26698-26710, 2022
Learning step sizes for unfolded sparse coding
P Ablin, T Moreau, M Massias, A Gramfort
Advances in Neural Information Processing Systems, 13100-13110, 2019
Multivariate convolutional sparse coding for electromagnetic brain signals
T Dupré la Tour, T Moreau, M Jas, A Gramfort
Advances in Neural Information Processing Systems 31, 3292-3302, 2018
Super-efficiency of automatic differentiation for functions defined as a minimum
P Ablin, G Peyré, T Moreau
International Conference on Machine Learning, 32-41, 2020
NeuMiss networks: differential programming for supervised learning with missing values
M Le Morvan, J Josse, T Moreau, E Scornet, G Varoquaux
Advances in Neural Information Processing Systems 33, 2020
Template-Based Step Detection with Inertial Measurement Units
L Oudre, R Barrois-Müller, T Moreau, C Truong, A Vienne-Jumeau, ...
Sensors 18 (11), 4033, 2018
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 …
E Sbidian, J Josse, G Lemaitre, I Meyer, M Bernaux, A Gramfort, ...
MedRxiv, 2020.06. 16.20132597, 2020
Data augmentation for learning predictive models on EEG: a systematic comparison
C Rommel, J Paillard, T Moreau, A Gramfort
Journal of Neural Engineering 19 (6), 066020, 2022
An automated recording method in clinical consultation to rate the limp in lower limb osteoarthritis
R Barrois, T Gregory, L Oudre, T Moreau, C Truong, A Aram Pulini, ...
PLoS One 11 (10), e0164975, 2016
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
C Rommel, T Moreau, J Paillard, A Gramfort
arXiv preprint arXiv:2106.13695, 2021
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
T Moreau, M Massias, A Gramfort, P Ablin, PA Bannier, B Charlier, ...
Advances in Neural Information Processing Systems 35, 25404-25421, 2022
Diabetes increases severe COVID-19 outcomes primarily in younger adults
M Diedisheim, E Dancoisne, JF Gautier, E Larger, E Cosson, B Fève, ...
The Journal of Clinical Endocrinology & Metabolism 106 (9), e3364-e3368, 2021
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models
Z Ramzi, F Mannel, S Bai, JL Starck, P Ciuciu, T Moreau
arXiv preprint arXiv:2106.00553, 2021
Risk of death in individuals hospitalized for COVID-19 with and without psychiatric disorders: an observational multicenter study in France
N Hoertel, M Sánchez-Rico, P de La Muela, M Abellán, C Blanco, ...
Biological Psychiatry Global Open Science 3 (1), 56-67, 2023
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding
T Moreau, L Oudre, N Vayatis
International Conference on Machine Learning, 3623-3631, 2018
Sparsity-based blind deconvolution of neural activation signal in fMRI
H Cherkaoui, T Moreau, A Halimi, P Ciuciu
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Understanding approximate and unrolled dictionary learning for pattern recovery
B Malézieux, T Moreau, M Kowalski
International Conference on Learning Representations, 2022
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Статии 1–20