| Differentiable dynamic programming for structured prediction and attention A Mensch, M Blondel Proceedings of the International Conference on Machine Learning, 2018 | 96 | 2018 |
| 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, 2020 | 91 | 2020 |
| Dictionary learning for massive matrix factorization A Mensch, J Mairal, B Thirion, G Varoquaux Proceedings of the International Conference on Machine Learning, 1737-1746, 2016 | 56 | 2016 |
| Scaling language models: methods, analysis & insights from training Gopher JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ... arXiv preprint arXiv:2112.11446, 2021 | 49 | 2021 |
| Association between FIASMAs and Reduced Risk of Intubation or Death in Individuals Hospitalized for Severe COVID‐19: an observational multicenter study N Hoertel, M Sánchez‐Rico, E Gulbins, J Kornhuber, A Carpinteiro, ... Clinical Pharmacology & Therapeutics 110 (6), 1498-1511, 2021 | 34 | 2021 |
| Stochastic subsampling for factorizing huge matrices A Mensch, J Mairal, B Thirion, G Varoquaux IEEE Transactions on Signal Processing 66 (1), 113-128, 2018 | 33 | 2018 |
| 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 | 32 | 2020 |
| Learning neural representations of human cognition across many fMRI studies A Mensch, J Mairal, D Bzdok, B Thirion, G Varoquaux Advances in Neural Information Processing Systems, 5885-5895, 2017 | 32 | 2017 |
| Compressed online dictionary learning for fast resting-state fMRI decomposition A Mensch, G Varoquaux, B Thirion IEEE International Symposium on Biomedical Imaging, 2016 | 31 | 2016 |
| Improving language models by retrieving from trillions of tokens S Borgeaud, A Mensch, J Hoffmann, T Cai, E Rutherford, K Millican, ... arXiv preprint arXiv:2112.04426, 2021 | 25* | 2021 |
| A mean-field analysis of two-player zero-sum games C Domingo-Enrich, S Jelassi, A Mensch, G Rotskoff, J Bruna Advances in Neural Information Processing Systems, 2020 | 21 | 2020 |
| Fine-grain atlases of functional modes for fMRI analysis K Dadi, G Varoquaux, A Machlouzarides-Shalit, KJ Gorgolewski, ... NeuroImage 221, 117126, 2020 | 21 | 2020 |
| Learning brain regions via large-scale online structured sparse dictionary learning E Dohmatob, A Mensch, G Varoquaux, B Thirion Advances in Neural Information Processing Systems, 4610-4618, 2016 | 21 | 2016 |
| Differentiable divergences between time series M Blondel, A Mensch, JP Vert International Conference on Artificial Intelligence and Statistics, 3853-3861, 2021 | 18 | 2021 |
| Clinical characteristics and factors associated with hospital admission or death in 43 103 adult outpatients with coronavirus disease 2019 managed with the Covidom … Y Yordanov, A Dinh, A Bleibtreu, A Mensch, FX Lescure, E Debuc, ... Clinical microbiology and infection 27 (8), 1158-1166, 2021 | 13 | 2021 |
| Geometric losses for distributional learning A Mensch, M Blondel, G Peyré Proceedings of the International Conference on Machine Learning, 2019 | 13 | 2019 |
| Extracting representations of cognition across neuroimaging studies improves brain decoding A Mensch, J Mairal, B Thirion, G Varoquaux PLoS computational biology 17 (5), e1008795, 2021 | 12* | 2021 |
| Online Sinkhorn: Optimal Transport distances from sample streams A Mensch, G Peyré Advances in Neural Information Processing Systems, 2020 | 11* | 2020 |
| Extragradient with player sampling for faster Nash equilibrium finding S Jelassi, C Domingo-Enrich, D Scieur, A Mensch, J Bruna Proceedings of the International Conference on Machine Learning, 2020 | 7* | 2020 |
| International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA network open 4 (6), e2112596-e2112596, 2021 | 6 | 2021 |
Gaël VaroquauxResearch director, INRIAAdresse e-mail validée de normalesup.org
