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hal-00660607v1  Conference papers
Matthieu GeistOlivier Pietquin. Kalman filtering & colored noises: the (autoregressive) moving-average case
MLASA 2011, Dec 2011, Honolulu, United States. pp.1-4
hal-00598284v1  Journal articles
Michel BarretJean-Louis GutzwillerMohamed Hariti. Low-Complexity Hyperspectral Image Coding Using Exogenous Orthogonal Optimal Spectral Transform (OrthOST) and Degree-2 Zerotrees
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2011, 49 (5), pp.1557-1566. ⟨10.1109/TGRS.2010.2083671⟩
hal-00556812v1  Journal articles
Wilfried KirschenmannLaurent PlagneAngélique PonçotStéphane Vialle. Parallel SPN on Multi-Core CPUS and Many-Core GPUS
Transport Theory and Statistical Physics, Taylor & Francis, 2010, 39 (2-4), pp.255-281. ⟨10.1080/00411450.2010.533741⟩
hal-00554398v1  Conference papers
Matthieu GeistOlivier Pietquin. Managing Uncertainty within Value Function Approximation in Reinforcement Learning
Active Learning and Experimental Design workshop (collocated with AISTATS 2010), May 2010, Sardinia, Italy
hal-00437542v1  Conference papers
Wilfried KirschenmannLaurent PlagneStéphane Vialle. Multi-target C++ implementation of parallel skeletons
8th workshop on Parallel/High-Performance Object-Oriented Scientific Computing - POOSC'09, Jul 2009, Genova, Italy. pp.1-10, ⟨10.1145/1595655.1595662⟩
hal-00778607v1  Conference papers
Stéphane Vialle. Energy issues of GPU computing clusters
Colloquium EJC-ICT 2012 on "Towards ecological and energy efficient Information and Communication Technology", Nov 2012, Lyon, France
hal-00644874v1  Conference papers
Bruno ScherrerMatthieu Geist. Moindres carrés récursifs pour l'évaluation off-policy d'une politique avec traces d'éligibilité
6ème Journées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes - JFPDA 2011, Jun 2011, Rouen, France
hal-01104789v1  Conference papers
Bilal PiotMatthieu GeistOlivier Pietquin. Méthode de minimisation du résidu de Bellman boostée qui tient compte des démonstrations expertes.
9èmes Journées Francophones de Planification, Décision et Apprentissage (JFPDA'14), May 2014, Liège, Belgique
hal-01104739v1  Conference papers
Bilal PiotOlivier PietquinMatthieu Geist. Predicting when to laugh with structured classification
InterSpeech 2014, Sep 2014, Singapore, Singapore. pp.1786-1790
inria-00439627v1  Journal articles
Raghav ArasAlain Dutech. An investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs
Journal of Artificial Intelligence Research, Association for the Advancement of Artificial Intelligence, 2010, 37, pp.329-396. ⟨10.1613/jair.2915⟩
hal-00553175v1  Conference papers
Matthieu GeistOlivier Pietquin. Revisiting natural actor-critics with value function approximation
BNAIC 2010, Oct 2010, Luxembourg, Luxembourg. 1 page
hal-00771654v1  Journal articles
Olivier PietquinHelen Hastie. A survey on metrics for the evaluation of user simulations
Knowledge Engineering Review, Cambridge University Press (CUP), 2013, 28 (1), pp.59-73. ⟨10.1017/S0269888912000343⟩
hal-00481165v1  Conference papers
Frédéric LhomméDelphine WolfersbergerStéphane VialleNicolas Fressengeas. Parallel simulation of photorefractive material for the design of all-optical components
Applied parallel computing : advanced scientific computing (Espoo, 15-18 June 2002), Jun 2002, Espoo, Finland. pp.578-587
inria-00139660v1  Conference papers
Nicolas FressengeasHervé Frezza-BuetJens GustedtStéphane Vialle. An Interactive Problem Modeller and PDE Solver, Distributed on Large Scale Architectures
Third International Workshop on Distributed Frameworks for Multimedia Applications - DFMA '07, Jun 2007, Paris, France
hal-00905790v1  Book sections
Sylvain Contassot-VivierStéphane VialleJens Gustedt. Development methodologies for GPU and cluster of GPUs
Raphaël Couturier. Development methodologies for GPU and cluster of GPUs, Chapman & Hall/CRC, 2013, 978-1-4665-7162-4
hal-00921275v1  Journal articles
Matthieu GeistBruno Scherrer. Off-policy Learning with Eligibility Traces: A Survey
Journal of Machine Learning Research, Microtome Publishing, 2014, 15 (1), pp.289-333
hal-00718780v1  Journal articles
Nicolas P. RougierJérémy Fix. DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework
Network: Computation in Neural Systems, Taylor & Francis, 2012, 23 (4), pp.237-253. ⟨10.3109/0954898X.2012.721573⟩
tel-00557247v1  Habilitation à diriger des recherches
Michel Barret. Les représentations et l'analyse statistique des signaux
Mathématiques [math]. Université Paris Sud - Paris XI, 2010
tel-01746178v2  Theses
Lucian Alecu. Une approche neuro-dynamique de conception des processus d'auto-organisation
Informatique [cs]. Université Henri Poincaré - Nancy I, 2011. Français. ⟨NNT : 2011NAN10031⟩