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hal-03029735v1  Journal articles
Paola Tubaro. Whose intelligence is artificial intelligence?
Global Dialogue, International Sociological Association, 2020, pp.38-39
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hal-03029739v1  Journal articles
Paola Tubaro. Les « petites mains » derrière le mirage de l’automation
La vie de la recherche scientifique, Sncs Fsu, 2020, pp.76-77
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hal-02960775v1  Conference papers
Paola TubaroAntonio Casilli. Portraits of micro-workers: The real people behind AI in France
2nd Crowdworking Symposium 2020, Research program “Digital Future”, Universities of Paderborn and Bielefeld, Oct 2020, Paderborn, Germany
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hal-02957135v3  Journal articles
Zhengying LiuAdrien PavaoZhen XuSergio EscaleraFabio Ferreira et al.  Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2021
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hal-02942333v1  Journal articles
Olivier FrançoisFlora Jay. Factor analysis of ancient population genomic samples
Nature Communications, Nature Publishing Group, 2020, 11 (1), ⟨10.1038/s41467-020-18335-6⟩
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hal-03138712v1  Conference papers
Nayat Sanchez-PiLuis MartiAndré AbreuOlivier BernardColomban de Vargas et al.  Artificial Intelligence, Machine Learning and Modeling for Understanding the Oceans and Climate Change
NeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Dec 2020, Santiago / Virtual, Chile
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tel-02917159v1  Habilitation à diriger des recherches
Cyril Furtlehner. Statistical physics methods for machine learning and traffic forecasting
Statistical Mechanics [cond-mat.stat-mech]. Université Paris Saclay, 2020
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hal-02422148v1  Conference papers
Mandar ChandorkarCyril FurtlehnerBala PoduvalEnrico CamporealeMichèle Sebag. Dynamic Time Lag Regression: Predicting What and When
ICLR 2020 - 8th International Conference on Learning Representations, Apr 2020, Addis Abeba, Ethiopia
hal-03088845v1  Conference papers
Thibaut GuéganOnofrio SemeraroMichele Alessandro BucciLaurent CordierLionel Mathelin. Control by Deep Reinforcement Learning of a separated flow
73rd Annual Meeting of the APS Division of Fluid Dynamics, Nov 2020, Chicago, United States
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hal-02968296v1  Conference papers
Jean-Baptiste LamyFlora Jay. Combiner arbres phylogénétiques et visualisation d'ensembles
Atelier Visualisation d'informations, interaction et fouille de données, Jan 2020, Bruxelles, Belgique
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hal-03159859v1  Journal articles
Sergio EscaleraHugo EscalanteXavier BaróIsabelle GuyonMeysam Madadi et al.  Guest Editorial: Image and Video Inpainting and Denoising
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2020, 42 (5), pp.1021-1024. ⟨10.1109/TPAMI.2020.2971291⟩
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hal-03017078v1  Conference papers
Roman BressonJohanne CohenEyke HüllermeierChristophe LabreucheMichele Sebag. Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals
IJCAI-PRICAI-20 - Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence, Jul 2020, Yokohama, France. pp.1984-1991, ⟨10.24963/ijcai.2020/275⟩
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hal-03158549v1  Conference papers
Saloni DashAndrew YaleIsabelle GuyonKristin Bennett. Medical Time-Series Data Generation using Generative Adversarial Networks
AIME 2020 - International Conference on Artificial Intelligence in Medicine, Aug 2020, Minneapolis, United States. pp.382-391
hal-01991652v1  Journal articles
Hugo Jair EscalanteHeysem KayaAlbert Ali SalahSergio EscaleraYagmur Gucluturk et al.  Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2020
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hal-02978662v1  Conference papers
Luigi GreseleGiancarlo FissoreAdrián JavaloyBernhard SchölkopfAapo Hyvärinen. Relative gradient optimization of the Jacobian term in unsupervised deep learning
NeurIPS 2020 - 34h Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada