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Design of a Multi-Strategy Parallelization for an Entire Application of Document Categorization on Low-Cost Multiprocessor PCs

Stéphane Vialle , Guillaume Schaeffer , Michel Ianotto
Studia Informatica Universalis, 2004, 3 (1), pp.61-84
Journal articles hal-01301161v1
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Bayesian Credible Intervals for Online and Active Learning of Classification Trees

Timothé Collet , Olivier Pietquin
ADPRL 2015 - Symposium on Adaptive Dynamic Programming and Reinforcement Learning., Dec 2015, Cape Town, South Africa
Conference papers hal-01225850v1
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CS8903 Special Problem : Mesh Networks for robotic teleoperation -State of the Art and Implementation for Robotics

Sylvain Chatel , Cedric Pradalier
[Research Report] UMI 2958 GeorgiaTech-CNRS. 2016
Reports hal-01435881v1
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Softened approximate policy iteration for Markov games

Julien Pérolat , Bilal Piot , Matthieu Geist , Bruno Scherrer , Olivier Pietquin et al.
ICML 2016 - 33rd International Conference on Machine Learning, Jun 2016, New York City, United States
Conference papers hal-01393328v1
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Toward an Accurate and Fast Hybrid Multi-Simulation with the FMI-CS Standard

Jean-Philippe Tavella , Mathieu Caujolle , Stéphane Vialle , Cherifa Dad , Charles Tan et al.
21 st International Conference on: Emerging Technologies and Factory Automation (ETFA-2016), Sep 2016, Berlin, Germany
Conference papers hal-01371499v1
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Difference of Convex Functions Programming Applied to Control with Expert Data

Bilal Piot , Matthieu Geist , Olivier Pietquin
2017
Preprints, Working Papers, ... hal-01629653v1
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Optimism in Active Learning with Gaussian Processes

Timothé Collet , Olivier Pietquin
22nd International Conference on Neural Information Processing (ICONIP2015), Nov 2015, Istanbul, Turkey
Conference papers hal-01225826v1
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Recherche locale de politique dans un espace convexe

Bruno Scherrer , Matthieu Geist
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2015, 29 (6), pp.685-704. ⟨10.3166/RIA.29.685-706⟩
Journal articles hal-01275247v1

Do Southern Elephant Seals Behave Like Weather Buoys?

Dorian Cazau , Cédric Pradalier , Julien Bonnel , Christophe Guinet
Oceanography, 2017, 30 (2), pp.140 - 149. ⟨10.5670/oceanog.2017.236⟩
Journal articles hal-01699513v1
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Approximate modified policy iteration and its application to the game of Tetris

Bruno Scherrer , Mohammad Ghavamzadeh , Victor Gabillon , Boris Lesner , Matthieu Geist et al.
Journal of Machine Learning Research, 2015, 16, pp.1629−1676
Journal articles hal-01091341v1
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An algorithmic Survey of Parametric Value Function Approximation

Matthieu Geist , Olivier Pietquin
IEEE Transactions on Neural Networks and Learning Systems, 2013, 24 (6), pp.845-867. ⟨10.1109/TNNLS.2013.2247418⟩
Journal articles hal-00869725v1

A Simple Guideline for Code Optimizations on Modern Architectures with OpenACC and CUDA

Ludomir Oteski , Guillaume Colin-De-Verdière , Sylvain Contassot-Vivier , Stephane Vialle , Juliet Ryan et al.
GPU Technology Conference 2017, NVIDIA, May 2017, San Jose, United States
Conference papers hal-01527684v1
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Contrôle optimal et apprentissage automatique, applications aux interactions homme-machine

Matthieu Geist
Machine Learning [stat.ML]. Université de Lille 1 - Sciences et Technologies, 2016
Habilitation à diriger des recherches tel-01629638v1

On-line restoration for turbulence degraded video in nuclear power plant reactors

Nicolas Paul , Antoine de Chillaz , Jean-Luc Collette
Signal, Image and Video Processing, 2015, 9 (3), pp.601-610. ⟨10.1007/s11760-013-0497-3⟩
Journal articles hal-01281157v1
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Une technique d'assistance par le bruit pour aider l'opérateur de Teager-Kaiser à suivre une composante fréquentielle perturbée.

Stéphane Rossignol
GRETSI, Sep 2015, Lyon, France. pp.1-4
Conference papers hal-01258535v1
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Hybrid Co-simulation of FMUs using DEV&DESS in MECSYCO

Benjamin Camus , Virginie Galtier , Mathieu Caujolle , Vincent Chevrier , Julien Vaubourg et al.
[Research Report] Université de Lorraine, CNRS, Inria, LORIA, UMR 7503; CentraleSupélec UMI GT-CNRS 2958 Université Paris-Saclay; EDF - R&D MIRE/R44. 2016
Reports hal-01256738v1
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Simultaneous Seismic Sources Separation Based on Matrioshka Orthogonal Matching Pursuit, Application in Oil and Gas Exploration

Ekaterina Shipilova , Michel Barret , Matthieu Bloch , Jean-Luc Boelle , Jean-Luc Collette et al.
IEEE Transactions on Geoscience and Remote Sensing, 2020, pp.1-18. ⟨10.1109/TGRS.2019.2959650⟩
Journal articles hal-02625829v1
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YARBUS : Yet Another Rule Based belief Update System Jérémy Fix Hervé Frezza-Buet

Jérémy Fix , Hervé Frezza-Buet
[Research Report] CentraleSupelec. 2015
Reports hal-01180218v1
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Scaling of Distributed Multi-Simulations on Multi-Core Clusters

Cherifa Dad , Stephane Vialle , Mathieu Caujolle , Jean-Philippe Tavella , Michel Ianotto et al.
25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-2016), Jun 2016, Paris, France
Conference papers hal-01332628v1

Optimism in Active Learning

Timothé Collet , Olivier Pietquin
Computational Intelligence and Neuroscience, 2015, 2015, pp.1--17. ⟨10.1155/2015/973696⟩
Journal articles hal-01225798v1
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Polar Codes for Covert Communications over Asynchronous Discrete Memoryless Channels

Guillaume Frèche , Matthieu Bloch , Michel Barret
Entropy, 2018, 20 (1), ⟨10.3390/e20010003⟩
Journal articles hal-01671532v1
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Autonomous Mobile Systems for Long-Term Operations in Spatio-Temporal Environments

Cedric Pradalier
Robotics [cs.RO]. INP DE TOULOUSE, 2015
Habilitation à diriger des recherches tel-01435879v1

Matrioshka orthogonal matching pursuit for blended seismic source separation

Ekaterina Shipilova , Jean-Luc Boelle , Matthieu Bloch , Michel Barret , Jean-Luc Collette et al.
SEG annual meeting, Sep 2017, Houston, United States. , pp.4919-4924, 2017, ⟨10.1190/segam2017-17676431.1⟩
Proceedings hal-01577905v1
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Hadoop for Roboticists

Olivier Deiss , Cedric Pradalier
[Research Report] UMI 2958 GeorgiaTech-CNRS. 2016
Reports hal-01435882v1

Communication system e.g. road safety increasing and traffic control devices, for e.g. accident/incident alarm, has assembly placed in vehicle and entering in bi-directional communication via electromagnetic loop with assembly in pavement

Daniel Stanczyk , Jean-Louis Gutzwiller
France, N° de brevet: FR2878080. 2006
Patents hal-01170446v1
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Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning

Bilal Piot , Matthieu Geist , Olivier Pietquin
IEEE Transactions on Neural Networks and Learning Systems, 2017, 28 (8), pp.1814 - 1826. ⟨10.1109/TNNLS.2016.2543000⟩
Journal articles hal-01629654v1
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Real time degradation identification of UAV using machine learning techniques

Anush Manukyan , Olivares-Mendez Miguel , Holger Voos , Matthieu Geist
International Conference on Unmanned Aircraft Systems (ICUAS), 2017, Miami, United States
Conference papers hal-01629680v1

Faut-il minimiser le résidu de Bellman ou maximiser la valeur moyenne ?

Matthieu Geist , Bilal Piot , Olivier Pietquin
Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA 2017), Jul 2017, Caen, France
Conference papers hal-01576347v1

Towards an Efficient CPU-GPU Code Hybridization: a Simple Guideline for Code Optimizations on Modern Architecture with OpenACC and CUDA

Ludomir Oteski , Guillaume Colin de Verdiere , Sylvain Contassot-Vivier , Stephane Vialle , Juliette Ryan et al.
GPU Technology Conference (GTC), Oct 2017, Munich, Germany
Conference papers hal-01651967v1
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Score-based Inverse Reinforcement Learning

Layla El Asri , Bilal Piot , Matthieu Geist , Romain Laroche , Olivier Pietquin et al.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), May 2016, Singapore, Singapore
Conference papers hal-01406886v1