| 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 | 185 | 2020 |
| Understanding Trainable Sparse Coding with Matrix Factorization T Moreau, J Bruna International Conference on Learning representation (ICLR), 2017 | 82* | 2017 |
| 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 | 78 | 2022 |
| 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 | 73 | 2020 |
| Learning step sizes for unfolded sparse coding P Ablin, T Moreau, M Massias, A Gramfort Advances in Neural Information Processing Systems, 13100-13110, 2019 | 67 | 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 | 59 | 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 | 57 | 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 | 53 | 2022 |
| 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 | 52 | 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 | 42 | 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 | 40 | 2020 |
| CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals C Rommel, T Moreau, J Paillard, A Gramfort arXiv preprint arXiv:2106.13695, 2021 | 37 | 2021 |
| 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 | 37 | 2016 |
| 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 | 35 | 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 | 29 | 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 | 29 | 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 | 23 | 2023 |
| DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding T Moreau, L Oudre, N Vayatis International Conference on Machine Learning, 3623-3631, 2018 | 22 | 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 | 21 | 2019 |
| Sliced-wasserstein on symmetric positive definite matrices for m/eeg signals C Bonet, B Malézieux, A Rakotomamonjy, L Drumetz, T Moreau, ... International Conference on Machine Learning, 2777-2805, 2023 | 19 | 2023 |
Alexandre GramfortMetaVerified email at meta.com
