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Number of documents

13

Arthur Mensch


Journal articles3 documents

  • Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux. Extracting representations of cognition across neuroimaging studies improves brain decoding. PLoS Computational Biology, Public Library of Science, 2021, pp.1-20. ⟨10.1371/journal.pcbi.1008795⟩. ⟨hal-01874713v3⟩
  • Gabriel Brat, Griffin Weber, Nils Gehlenborg, Paul Avillach, Nathan Palmer, et al.. International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. npj Digital Medicine, Nature Research 2020, 3 (1), pp.#109. ⟨10.1038/s41746-020-00308-0⟩. ⟨hal-02918344⟩
  • Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux. Stochastic Subsampling for Factorizing Huge Matrices. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (1), pp.113-128. ⟨10.1109/TSP.2017.2752697⟩. ⟨hal-01431618v3⟩

Conference papers8 documents

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

Preprints, Working Papers, ...2 documents

  • Arthur Mensch, Gabriel Peyré. Online Sinkhorn: Optimal Transport distances from sample streams. 2020. ⟨hal-02495581v2⟩
  • Kamalaker Dadi, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof Jacek Gorgolewski, Demian Wassermann, et al.. Fine-grain atlases of functional modes for fMRI analysis. 2020. ⟨hal-02496156⟩