Arthur Mensch

Publications

Article dans une revue (13)

Potential pitfalls in the use of real-world data for studying long COVID Harrison G Zhang,Jacqueline P Honerlaw,Monika Maripuri,Malarkodi Jebathilagam Samayamuthu,Brendin R Beaulieu-Joneset al. Nature Medicine, 2023, 29 (5), pp.1040-1043. ⟨10.1038/s41591-023-02274-y⟩ Article dans une revue hal-04575574v1
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality Griffin Weber,Chuan Hong,Zongqi Xia,Nathan Palmer,Paul Avillachet al. npj Digital Medicine, 2022, 5 (1), pp.74. ⟨10.1038/s41746-022-00601-0⟩ Article dans une revue hal-03886991v1
Predictive usefulness of RT-PCR testing in different patterns of Covid-19 symptomatology: analysis of a French cohort of 12,810 outpatients Caroline Apra,Charlotte Caucheteux,Arthur Mensch,Jenny Mansour,Mélodie Bernauxet al. Scientific Reports, 2021, 11, pp.21233. ⟨10.1038/s41598-021-99991-6⟩ Article dans une revue hal-03895166v1
Clinical characteristics and factors associated with hospital admission or death in 43,103 adult outpatients with COVID-19 managed with the Covidom telesurveillance solution: a prospective cohort study Youri Yordanov,Aurélien Dinh,Alexandre Bleibtreu,Arthur Mensch,François-Xavier Lescureet al. Clinical Microbiology and Infection, 2021, ⟨10.1016/j.cmi.2021.04.010⟩ Article dans une revue hal-03213575v1
Evolving phenotypes of non-hospitalized patients that indicate long COVID Hossein Estiri,Zachary Strasser,Gabriel Brat,Yevgeniy Semenov,Chirag Patelet al. BMC Medicine, 2021, 19 (1), pp.249. ⟨10.1186/s12916-021-02115-0⟩ Article dans une revue hal-03476717v1
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 Trang Le,Alba Gutiérrez-Sacristán,Jiyeon Son,Chuan Hong,Andrew Southet al. Scientific Reports, 2021, 11 (1), pp.20238. ⟨10.1038/s41598-021-99481-9⟩ Article dans une revue hal-03476703v1
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries Florence Bourgeois,Alba Gutiérrez-Sacristán,Mark Keller,Molei Liu,Chuan Honget al. JAMA Network Open, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩ Article dans une revue hal-03476737v1
Extracting representations of cognition across neuroimaging studies improves brain decoding Arthur Mensch,Julien Mairal,Bertrand Thirion,Gaël Varoquaux PLoS Computational Biology, 2021, 17 (5), pp.e1008795:1-20. ⟨10.1371/journal.pcbi.1008795⟩ Article dans une revue hal-01874713v3
External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals Yannis Lombardi,Loris Azoyan,Piotr Szychowiak,Ali Bellamine,Guillaume Lemaitreet al. Intensive Care Medicine, 2021, 47 (12), pp.1426-1439. ⟨10.1007/s00134-021-06524-w⟩ Article dans une revue hal-03967472v2
Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients Sébastien Czernichow,Nathanael Beeker,Claire Rives‐lange,Emmanuel Guerot,Jean‐luc Diehlet al. Obesity, 2020, 28 (12), pp.2282-2289. ⟨10.1002/oby.23014⟩ Article dans une revue hal-03677189v1
Fine-grain atlases of functional modes for fMRI analysis Kamalaker Dadi,Gaël Varoquaux,Antonia Machlouzarides-Shalit,Krzysztof J. Gorgolewski,Demian Wassermannet al. NeuroImage, 2020, 221, pp.117126 Article dans une revue hal-02904869v1
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium Gabriel A. Brat,Griffin M. Weber,Nils Gehlenborg,Paul Avillach,Nathan P. Palmeret al. npj Digital Medicine, 2020, 3 (1), pp.#109. ⟨10.1038/s41746-020-00308-0⟩ Article dans une revue hal-02918344v1
Stochastic Subsampling for Factorizing Huge Matrices Arthur Mensch,Julien Mairal,Bertrand Thirion,Gaël Varoquaux IEEE Transactions on Signal Processing, 2018, 66 (1), pp.113-128. ⟨10.1109/TSP.2017.2752697⟩ Article dans une revue hal-01431618v3

Communication dans un congrès (8)

Extragradient with player sampling for faster Nash equilibrium finding Samy Jelassi,Carles Domingo-Enrich,Damien Scieur,Arthur Mensch,Joan Bruna Proceedings of the International Conference on Machine Learning, 2020, Vienna, Austria Communication dans un congrès hal-02142598v5
Geometric Losses for Distributional Learning Arthur Mensch,Mathieu Blondel,Gabriel Peyré Proceedings of the International Conference on Machine Learning, 2019, Long Beach, United States Communication dans un congrès hal-02129281v1
Differentiable Dynamic Programming for Structured Prediction and Attention Arthur Mensch,Mathieu Blondel 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden Communication dans un congrès hal-01809550v2
Learning Neural Representations of Human Cognition across Many fMRI Studies Arthur Mensch,Julien Mairal,Danilo Bzdok,Bertrand Thirion,Gaël Varoquaux Neural Information Processing Systems, Dec 2017, Long Beach, United States Communication dans un congrès hal-01626823v3
Dictionary Learning for Massive Matrix Factorization Arthur Mensch,Julien Mairal,Bertrand Thirion,Gaël Varoquaux International Conference on Machine Learning, Jun 2016, New York, United States. pp.1737-1746 Communication dans un congrès hal-01308934v2
Subsampled online matrix factorization with convergence guarantees Arthur Mensch,Julien Mairal,Gaël Varoquaux,Bertrand Thirion NIPS Workshop on Optimization for Machine Learning, Dec 2016, Barcelone, Spain Communication dans un congrès hal-01405058v1
Learning brain regions via large-scale online structured sparse dictionary-learning Elvis Dohmatob,Arthur Mensch,Gaël Varoquaux,Bertrand Thirion Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain Communication dans un congrès hal-01369134v3
Compressed Online Dictionary Learning for Fast Resting-State fMRI Decomposition Arthur Mensch,Gaël Varoquaux,Bertrand Thirion International Symposium on Biomedical Imaging, IEEE, Apr 2016, Prague, Czech Republic. pp.1282-1285, ⟨10.1109/ISBI.2016.7493501⟩ Communication dans un congrès hal-01271033v2

Pré-publication, Document de travail (2)

Online Sinkhorn: Optimal Transport distances from sample streams Arthur Mensch,Gabriel Peyré 2020 Pré-publication, Document de travail hal-02495581v2
Fine-grain atlases of functional modes for fMRI analysis Kamalaker Dadi,Gaël Varoquaux,Antonia Machlouzarides-Shalit,Krzysztof Jacek Gorgolewski,Demian Wassermannet al. 2020 Pré-publication, Document de travail hal-02496156v1

Rapport (1)

IA : Notre Ambition Pour La France Philippe Aghion,Anne Bouverot,Arno Amabile,Cyprien Canivenc,Gilles Babinetet al. Gouvernement Français. 2024 Rapport (rapport d’expertise collective) hal-04825691v1

Thèse (1)

Learning representations from functional MRI data Arthur Mensch Machine Learning [stat.ML]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLS300⟩ Thèse tel-01891633v1