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Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifsArtificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAX038⟩
Theses
tel-03046826v1
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Prediction bands for solar energy: New short-term time series forecasting techniquesSolar Energy, 2018, 166, pp.519-528. ⟨10.1016/j.solener.2018.03.049⟩
Journal articles
hal-01736518v1
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Stable topological signatures for points on 3D shapesSymposium on Geometry Processing, Jul 2015, Graz, Austria
Conference papers
hal-01203716v2
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A mathematical proof of the existence of trends in financial time seriesSystems Theory: Modelling, Analysis and Control, May 2009, Fes, Morocco. pp.43-62
Conference papers
inria-00352834v1
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See360: Novel Panoramic View InterpolationIEEE Transactions on Image Processing, 2022, 31, pp.1857-1869. ⟨10.1109/TIP.2022.3148819⟩
Journal articles
hal-03648811v1
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Bayesian Inference for Least Squares Temporal Difference RegularizationECML 2017 - European Conference on Machine Learning, 2017-09-22, Sep 2017, Skopje, Macedonia
Conference papers
hal-01593212v1
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Volatility made observable at last3èmes Journées Identification et Modélisation Expérimentale, JIME'2011, Apr 2011, Douai, France. pp.CDROM
Conference papers
hal-00562488v1
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Systematic and multifactor risk models revisitedFirst Paris Financial Management Conference, Dec 2013, Paris, France. http://khuongnguyen.free.fr/PFMC-2013/Program_Papers.pdf
Conference papers
hal-00920175v1
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Clustering Financial Time Series: How Long is Enough?Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, Jul 2016, New York, United States
Conference papers
hal-01400395v1
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On the Error Exponent of a Random Tensor with Orthonormal Factor Matrices3rd conference on Geometric Science of Information (GSI 2017), Nov 2017, Paris, France
Conference papers
hal-01562329v1
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Geometric and statistical methods for the analysis and prediction of structural interactions between biomoleculesBioinformatics [q-bio.QM]. Université Paris-Sud XI, 2015
Habilitation à diriger des recherches
tel-01136261v1
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Bullwhip effect attenuation in supply chain management via control-theoretic tools and short-term forecasts: A preliminary study with an application to perishable inventories6th International Conference on Control, Decision and Information Technologies, CoDIT 2019, Apr 2019, Paris, France. ⟨10.1109/CoDIT.2019.8820297⟩
Conference papers
hal-02050480v1
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Time Series Technical Analysis via New Fast Estimation Methods: A Preliminary Study in Mathematical FinanceIAR-ACD08 (23rd IAR Workshop on Advanced Control and Diagnosis), Nov 2008, Coventry, United Kingdom
Conference papers
inria-00338099v2
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A queueing theory approach for a multi-speed exclusion process.Traffic and Granular Flow '07, Jun 2007, Orsay, France. pp.unknown yet
Conference papers
hal-00175628v1
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Toward a model-free feedback control synthesis for treating acute inflammationJournal of Theoretical Biology, 2018, 448, pp.26-37. ⟨10.1016/j.jtbi.2018.04.003⟩
Journal articles
hal-01756743v1
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Towards a new viewpoint on causality for time seriesColloque Modélisation, Contrôle et Analyse des Systèmes en l'honneur du Professeur Abdelhaq EL JAI, Samira El Yacoubi, Larbi Afifi, El Hassan Zerrik and Abdessamad Tridane (Eds.), May 2014, Ifrane, Morocco. pp. 37-52
Conference papers
hal-00991942v3
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e4clim 1.0 : The Energy for CLimate Integrated Model: Description and Application to ItalyEnergies, 2019, 12 (22), pp.4299. ⟨10.3390/en12224299⟩
Journal articles
hal-01962044v4
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Deep Geometric Functional Maps: Robust Feature Learning for Shape CorrespondenceCVPR, Jun 2020, Seattle (virtual), United States
Conference papers
hal-03001057v1
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Contributions to Representation Learning with Graph Autoencoders and Applications to Music RecommendationMachine Learning [cs.LG]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAX017⟩
Theses
tel-03670387v1
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Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoderConference on Computer Vision and Pattern Recognition, IEEE, Jun 2020, Seattle, Washington, United States
Conference papers
hal-02640889v2
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Easily implementable time series forecasting techniques for resource provisioning in cloud computing6th International Conference on Control, Decision and Information Technologies, CoDIT 2019, Apr 2019, Paris, France. ⟨10.1109/codit.2019.8820396⟩
Conference papers
hal-02024835v3
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Change Point Detection and Meta-Bandits for Online Learning in Dynamic EnvironmentsCAp 2007 : 9è Conférence francophone sur l'apprentissage automatique, Jul 2007, Grenoble, France. pp.237-250
Conference papers
inria-00164033v1
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Computational Information Geometry for Binary Classification of High-Dimensional Random TensorsEntropy, 2018, 20 (3), pp.203. ⟨10.3390/e20030203⟩
Journal articles
hal-01758637v1
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On meteorological forecasts for energy management and large historical data: A first lookInternational Conference on Renewable Energies and Power Quality, ICREPQ'15, Mar 2015, La Coruña, Spain
Conference papers
hal-01093635v2
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Seasonalities and cycles in time series: A fresh look with computer experimentsParis Financial Management Conference, PFMC 2015, Dec 2015, Paris, France
Conference papers
hal-01208171v1
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CAMEO: Curiosity Augmented Metropolis for Exploratory Optimal PoliciesEUSIPCO, Aug 2022, Belgrade, Serbia
Conference papers
hal-03675575v2
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Solar energy production: Short-term forecasting and risk management8th IFAC Conference on Manufacturing Modelling, Management & Control, MIM 2016, Jun 2016, Troyes, France. ⟨10.1016/j.ifacol.2016.07.790⟩
Conference papers
hal-01272152v3
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Exploring Network Centralities in Spreading ProcessesInternational Symposium on Web AlGorithms (iSWAG), Jun 2016, Deauville, France
Conference papers
hal-01346690v1
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Towards new technical indicators for trading systems and risk management15th IFAC Symposium on System Identification, 2009, Saint-Malo, France. pp.1435-1440, ⟨10.3182/20090706-3-FR-2004.00239⟩
Conference papers
inria-00370168v4
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Conv-NILM-Net, a causal and multi-appliance model for energy source separationEuropean Conference on Machine Learning (ECML), MLBEM Workshop, Sep 2022, Grenoble, France
Conference papers
hal-03800568v2
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