Recherche - Direction de la recherche fondamentale - sciences du vivant Accéder directement au contenu

Filtrer vos résultats

48 résultats
keyword_s : Machine learning
Image document

Artificial intelligence control applied to drag reduction of the fluidic pinball

Guy y Cornejo Maceda , Bernd R Noack , François Lusseyran , Nan Deng , Luc Pastur , et al.
PAMM, 2019, 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), 19 (1), pp.e201900268. ⟨10.1002/pamm.201900268⟩
Article dans une revue hal-02398649v1

Semantic coding in the occipital cortex of early blind individuals

Sami Abboud , Denis Engemann , Laurent Cohen
2019
Pré-publication, Document de travail hal-02018272v1
Image document

Interpretable Machine Learning with Bitonic Generalized Additive Models and Automatic Feature Construction

Noëlie Cherrier , Michael Mayo , Jean-Philippe Poli , Maxime Defurne , Franck Sabatié
23rd International Conference, Discovery Science 2020, Oct 2020, Thessaloniki, Greece. pp.386-402, ⟨10.1007/978-3-030-61527-7_26⟩
Communication dans un congrès cea-04564475v1
Image document

Embedded Feature Construction in Fuzzy Decision Tree Induction for High Energy Physics Classification

Noelie Cherrier , Jean-Philippe Poli , Maxime Defurne , Franck Sabatie
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 2020, Toronto, Canada. pp.615-622, ⟨10.1109/SMC42975.2020.9283103⟩
Communication dans un congrès cea-04564515v1

A Roadmap for HEP Software and Computing R&D for the 2020s

Johannes Albrecht , Antonio Augusto Alves , Guilherme Amadio , Giuseppe Andronico , Nguyen Anh-Ky , et al.
Computing and Software for Big Science, 2019, 3 (1), pp.7. ⟨10.1007/s41781-018-0018-8⟩
Article dans une revue hal-02080720v1
Image document

pyts: A Python Package for Time Series Classification

Johann Faouzi , Hicham Janati
Journal of Machine Learning Research, 2020, 21, pp.1 - 6
Article dans une revue hal-02883389v1
Image document

Towards Algorithmic Analytics for Large-scale Datasets

Danilo Bzdok , Thomas E. Nichols , Stephen Smith
Nature Machine Intelligence, 2019, ⟨10.1038/s42256-019-0069-5⟩
Article dans une revue hal-02178410v1
Image document

Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models

Edouard Duchesnay
Machine Learning [stat.ML]. Université Paris-Saclay, FRA., 2020
HDR tel-03408786v1
Image document

Predictive models avoid excessive reductionism in cognitive neuroimaging

Gaël Varoquaux , Russell Poldrack
Current Opinion in Neurobiology, In press, 55, ⟨10.1016/j.conb.2018.11.002⟩
Article dans une revue hal-01856412v4

Optimization method for ultrasonic array imaging of defects in complex materials with unknown elastic properties

Corentin Ménard , Sebastien Robert , Dominique Lesselier
e-Forum Acusticum 2020, Dec 2020, Lyon, France. ⟨10.48465/fa.2020.1038⟩
Communication dans un congrès hal-03109440v1
Image document

Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach

Elodie Martinez , Thomas Gorgues , Matthieu Lengaigne , Clément Fontana , Raphaëlle Sauzède , et al.
Frontiers in Marine Science, 2020, 7, ⟨10.3389/fmars.2020.00464⟩
Article dans une revue hal-02941302v1
Image document

Dynamics of stochastic gradient descent for two-layer neural networks in the teacher–student setup

Sebastian Goldt , Madhu S Advani , Andrew M Saxe , Florent Krzakala , Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment, 2020, 2020 (12), pp.124010. ⟨10.1088/1742-5468/abc61e⟩
Article dans une revue hal-03289916v1
Image document

Prise en compte du contexte inter-phrastique pour l'extraction d'événements supervisée

Dorian Kodelja Bonan
Machine Learning [stat.ML]. Université Paris-Saclay, 2020. Français. ⟨NNT : 2020UPASS005⟩
Thèse tel-02886672v1
Image document

Binning unassembled short reads based on $k$-mer abundance covariance using sparse coding

Olexiy Kyrgyzov , Vincent Prost , Stéphane Gazut , Bruno Farcy , Thomas Brüls
GigaScience, 2020, 9 (4), pp.1-13. ⟨10.1093/gigascience/giaa028⟩
Article dans une revue cea-04252039v1
Image document

A Comprehensive Study of Deep Learning for Side-Channel Analysis

Loïc Masure , Cécile Dumas , Emmanuel Prouff
IACR Transactions on Cryptographic Hardware and Embedded Systems, 2019, 2020 (1), pp.348-375. ⟨10.13154/tches.v2020.i1.348-375⟩
Article dans une revue hal-02425261v1
Image document

Predictive pattern classification can distinguish gender identity subtypes from behavior and brain imaging

Benjamin Clemens , Birgit Derntl , Elke Smith , Jessica Junger , Josef Neulen , et al.
Cerebral Cortex, 2020
Article dans une revue hal-02467344v1
Image document

Meta-omics reveals genetic flexibility of diatom nitrogen transporters in response to environmental changes

Greta Busseni , Fabio Rocha Jimenez Vieira , Alberto Amato , Eric Pelletier , Juan Pierella Karlusich , et al.
Molecular Biology and Evolution, 2019, 36 (11), pp.2522-2535. ⟨10.1093/molbev/msz157⟩
Article dans une revue hal-02184019v1
Image document

Adaptive Machine Learning Approach for Fault Prognostics based on Normal Conditions - Application to Shaft Bearings of Wind Turbine

Koceila Abid , Moamar Sayed-Mouchaweh , Cornez Laurence
11th Annual Conference of the Prognostics and Health Management Society 2019, Prognostics and Health Management Society, Sep 2019, Scottsdale, United States. pp.838, ⟨10.36001/phmconf.2019.v11i1.838⟩
Communication dans un congrès hal-04562725v1
Image document

Towards a better comprehension of deep learning for side-channel analysis

Loïc Masure
Cryptography and Security [cs.CR]. Sorbonne Université, 2020. English. ⟨NNT : 2020SORUS443⟩
Thèse tel-03651269v1
Image document

Anomaly-based network intrusion detection using machine learning

Maxime Labonne
Cryptography and Security [cs.CR]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAS011⟩
Thèse tel-02988296v1
Image document

Saving energy by anticipating hot water production: identification of key points for an efficient statistical model integration

Yvan Denis , Frédéric Suard , Aurore Lomet , David Chèze
AI EDAM, 2019, 33 (02), pp.138-147. ⟨10.1017/S0890060419000143⟩
Article dans une revue cea-02571139v1
Image document

Mean-field methods and algorithmic perspectives for high-dimensional machine learning

Benjamin Aubin
Disordered Systems and Neural Networks [cond-mat.dis-nn]. Université Paris-Saclay, 2020. English. ⟨NNT : 2020UPASP083⟩
Thèse tel-03125117v1
Image document

Combining machine learning and reference-free transcriptome analysis for the identification of prostate cancer signatures

Thi Ngoc Ha Nguyen
Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2020. English. ⟨NNT : 2020UPASL069⟩
Thèse tel-03139949v1
Image document

Sparse non-negative matrix factorization for retrieving genomes across metagenomes

Vincent Prost , Stéphane Gazut , Thomas Brüls
SimBig 2019 - 6th International Conference on Information Management and Big Data, Aug 2019, Lima, Peru. pp.97-105, ⟨10.1007/978-3-030-46140-9_10⟩
Communication dans un congrès hal-04415393v1
Image document

Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model

Julien Brajard , Alberto Carrassi , Marc Bocquet , Laurent Bertino
Journal of computational science, 2020, 44, pp.101171. ⟨10.1016/j.jocs.2020.101171⟩
Article dans une revue hal-03147335v1
Image document

Corrigendum: Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach

Elodie Martinez , Thomas Gorgues , Matthieu Lengaigne , Clement Fontana , Raphaëlle Sauzède , et al.
Frontiers in Marine Science, 2020, 7, ⟨10.3389/fmars.2020.618249⟩
Article dans une revue hal-03145846v1

Predicting Job Power Consumption Based on RJMS Submission Data in HPC Systems

Théo Saillant , Jean-Christophe Weill , Mathilde Mougeot
Lecture Notes in Computer Science, 2020, High Performance Computing 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22–25, 2020, Proceedings, 12151, pp.63-82. ⟨10.1007/978-3-030-50743-5_4⟩
Article dans une revue hal-04553110v1
Image document

Contributions to data confidentiality in machine learning by means of homomorphic encryption

Martin Zuber
Neural and Evolutionary Computing [cs.NE]. Université Paris-Saclay, 2020. English. ⟨NNT : 2020UPASG048⟩
Thèse tel-03105524v3

Thresholds of descending algorithms in inference problems

Stefano Sarao Mannelli , Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment, 2020, 2020 (3), pp.034004. ⟨10.1088/1742-5468/ab7123⟩
Article dans une revue cea-04539111v1

DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal

Stanislas Chambon , Valentin Thorey , Pierrick J. Arnal , Emmanuel Jean Marie Mignot , Alexandre Gramfort
Journal of Neuroscience Methods, 2019, 321, pp.64-78. ⟨10.1016/j.jneumeth.2019.03.017⟩
Article dans une revue hal-02121090v1