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
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Semantic coding in the occipital cortex of early blind individuals
Sami Abboud
,
Denis Engemann
,
Laurent Cohen
2019
Pré-publication, Document de travail
hal-02018272v1
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Interpretable Machine Learning with Bitonic Generalized Additive Models and Automatic Feature Construction
Noëlie Cherrier
,
Michael Mayo
,
Jean-Philippe Poli
,
Maxime Defurne
,
Franck Sabatié
Communication dans un congrès
cea-04564475v1
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Embedded Feature Construction in Fuzzy Decision Tree Induction for High Energy Physics Classification
Noelie Cherrier
,
Jean-Philippe Poli
,
Maxime Defurne
,
Franck Sabatie
Communication dans un congrès
cea-04564515v1
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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.
Article dans une revue
hal-02080720v1
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pyts: A Python Package for Time Series Classification
Johann Faouzi
,
Hicham Janati
Journal of Machine Learning Research , 2020, 21, pp.1 - 6
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hal-02883389v1
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Towards Algorithmic Analytics for Large-scale Datasets
Danilo Bzdok
,
Thomas E. Nichols
,
Stephen Smith
Article dans une revue
hal-02178410v1
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Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models
Edouard Duchesnay
Machine Learning [stat.ML]. Université Paris-Saclay, FRA., 2020
HDR
tel-03408786v1
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Predictive models avoid excessive reductionism in cognitive neuroimaging
Gaël Varoquaux
,
Russell Poldrack
Article dans une revue
hal-01856412v4
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Optimization method for ultrasonic array imaging of defects in complex materials with unknown elastic properties
Corentin Ménard
,
Sebastien Robert
,
Dominique Lesselier
Communication dans un congrès
hal-03109440v1
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Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach
Elodie Martinez
,
Thomas Gorgues
,
Matthieu Lengaigne
,
Clément Fontana
,
Raphaëlle Sauzède
,
et al.
Article dans une revue
hal-02941302v1
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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
Article dans une revue
hal-03289916v1
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Prise en compte du contexte inter-phrastique pour l'extraction d'événements supervisée
Dorian Kodelja Bonan
Thèse
tel-02886672v1
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Binning unassembled short reads based on $k$-mer abundance covariance using sparse coding
Olexiy Kyrgyzov
,
Vincent Prost
,
Stéphane Gazut
,
Bruno Farcy
,
Thomas Brüls
Article dans une revue
cea-04252039v1
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A Comprehensive Study of Deep Learning for Side-Channel Analysis
Loïc Masure
,
Cécile Dumas
,
Emmanuel Prouff
Article dans une revue
hal-02425261v1
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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
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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.
Article dans une revue
hal-02184019v1
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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
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Towards a better comprehension of deep learning for side-channel analysis
Loïc Masure
Thèse
tel-03651269v1
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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
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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
Article dans une revue
cea-02571139v1
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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
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Combining machine learning and reference-free transcriptome analysis for the identification of prostate cancer signatures
Thi Ngoc Ha Nguyen
Thèse
tel-03139949v1
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Sparse non-negative matrix factorization for retrieving genomes across metagenomes
Vincent Prost
,
Stéphane Gazut
,
Thomas Brüls
Communication dans un congrès
hal-04415393v1
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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
Article dans une revue
hal-03147335v1
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Corrigendum: Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach
Elodie Martinez
,
Thomas Gorgues
,
Matthieu Lengaigne
,
Clement Fontana
,
Raphaëlle Sauzède
,
et al.
Article dans une revue
hal-03145846v1
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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
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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
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Thresholds of descending algorithms in inference problems
Stefano Sarao Mannelli
,
Lenka Zdeborová
Article dans une revue
cea-04539111v1
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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
Article dans une revue
hal-02121090v1
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