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Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifs

Stratis Limnios
Artificial 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 techniques

Michel Fliess , Cédric Join , Cyril Voyant
Solar 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 shapes

Mathieu Carriere , Steve Oudot , Maks Ovsjanikov
Symposium 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 series

Michel Fliess , Cédric Join
Systems Theory: Modelling, Analysis and Control, May 2009, Fes, Morocco. pp.43-62
Conference papers inria-00352834v1

See360: Novel Panoramic View Interpolation

Marie-Paule Cani , Wan-Chi Siu , Zhi-Song Liu
IEEE 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 Regularization

Nikolaos Tziortziotis , Christos Dimitrakakis
ECML 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 last

Michel Fliess , Cédric Join , Frédéric Hatt
3èmes 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 revisited

Michel Fliess , Cédric Join
First Paris Financial Management Conference, Dec 2013, Paris, France.
Conference papers hal-00920175v1
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Clustering Financial Time Series: How Long is Enough?

Gautier Marti , Sébastien Andler , Frank Nielsen , Philippe Donnat
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 Matrices

Remy Boyer , Frank Nielsen
3rd 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 biomolecules

Julie Bernauer
Bioinformatics [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 inventories

Koussaila Hamiche , Michel Fliess , Cédric Join , Hassane Abouaïssa
6th 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 Finance

Michel Fliess , Cédric Join
IAR-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.

Cyril Furtlehner , Jean-Marc Lasgouttes
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 inflammation

Ouassim Bara , Michel Fliess , Cédric Join , Judy Day , Seddik M Djouadi et al.
Journal 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 series

Michel Fliess , Cédric Join
Colloque 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 Italy

Alexis Tantet , Marc Stéfanon , Philippe Drobinski , Jordi Badosa , Silvia Concettini et al.
Energies, 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 Correspondence

Nicolas Donati , Abhishek Sharma , Maks Ovsjanikov
CVPR, 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 Recommendation

Guillaume Salha-Galvan
Machine 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 AutoEncoder

Zhi-Song Liu , Wan-Chi Siu , Li-Wen Wang , Chu-Tak Li , Marie-Paule Cani et al.
Conference 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 computing

Michel Fliess , Cédric Join , Maria Bekcheva , Alireza Moradi , Hugues Mounier et al.
6th 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 Environments

Cédric Hartland , Nicolas Baskiotis , Sylvain Gelly , Michèle Sebag , Olivier Teytaud et al.
CAp 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 Tensors

Gia-Thuy Pham , Remy Boyer , Frank Nielsen
Entropy, 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 look

Cyril Voyant , Cédric Join , Michel Fliess , Marie-Laure Nivet , Marc Muselli et al.
International 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 experiments

Michel Fliess , Cédric Join
Paris Financial Management Conference, PFMC 2015, Dec 2015, Paris, France
Conference papers hal-01208171v1
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CAMEO: Curiosity Augmented Metropolis for Exploratory Optimal Policies

Simo Alami , Fernando Llorente , Rim Kaddah , Luca Martino , Jesse Read et al.
EUSIPCO, Aug 2022, Belgrade, Serbia
Conference papers hal-03675575v2
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Solar energy production: Short-term forecasting and risk management

Cédric Join , Michel Fliess , Cyril Voyant , Frédéric Chaxel
8th 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 Processes

Maria Evgenia G. Rossi , Michalis Vazirgiannis
International 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 management

Michel Fliess , Cédric Join
15th 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 separation

Simo Alami , Jérémie Decock , Rim Kaddah , Jesse Read
European Conference on Machine Learning (ECML), MLBEM Workshop, Sep 2022, Grenoble, France
Conference papers hal-03800568v2