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Arthur Mensch
Arthur Mensch
DeepMind
Adresse e-mail validée de deepmind.com - Page d'accueil
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Differentiable dynamic programming for structured prediction and attention
A Mensch, M Blondel
Proceedings of the International Conference on Machine Learning, 2018
962018
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
912020
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
562016
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
492021
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
342021
Stochastic subsampling for factorizing huge matrices
A Mensch, J Mairal, B Thirion, G Varoquaux
IEEE Transactions on Signal Processing 66 (1), 113-128, 2018
332018
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
322020
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
322017
Compressed online dictionary learning for fast resting-state fMRI decomposition
A Mensch, G Varoquaux, B Thirion
IEEE International Symposium on Biomedical Imaging, 2016
312016
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
212020
Fine-grain atlases of functional modes for fMRI analysis
K Dadi, G Varoquaux, A Machlouzarides-Shalit, KJ Gorgolewski, ...
NeuroImage 221, 117126, 2020
212020
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
212016
Differentiable divergences between time series
M Blondel, A Mensch, JP Vert
International Conference on Artificial Intelligence and Statistics, 3853-3861, 2021
182021
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
132021
Geometric losses for distributional learning
A Mensch, M Blondel, G Peyré
Proceedings of the International Conference on Machine Learning, 2019
132019
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
62021
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