Adrien Gauffriau

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Autonomous Mental Development

Stochastic Approximation

Direct Policy Search

Reinforcement Learning

Top Venues

Dagstuhl Artifacts Ser.

Publications

Iryna De Albuquerque Silva, Thomas Carle, Adrien Gauffriau, Victor Jégu, Claire Pagetti
A Predictable SIMD Library for GEMM Routines. RTAS (2024)
Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux
How to design a dataset compliant with an ML-based system ODD? CoRR (2024)
Benjamin Lesage, Frédéric Boniol, Kevin Delmas, Adrien Gauffriau, Alfonso Mascareñas González, Claire Pagetti
Towards the Certification of Hybrid Architectures: Analysing Interference on Hardware Accelerators through PML. CoRR (2024)
Mélanie Ducoffe, Maxime Carrere, Léo Féliers, Adrien Gauffriau, Vincent Mussot, Claire Pagetti, Thierry Sammour
LARD - Landing Approach Runway Detection - Dataset for Vision Based Landing. CoRR (2023)
Iryna De Albuquerque Silva, Thomas Carle, Adrien Gauffriau, Claire Pagetti
Extending a predictable machine learning framework with efficient gemm-based convolution routines. Real Time Syst. 59 (3) (2023)
Adrien Gauffriau, Claire Pagetti
Formal description of ML models for unambiguous implementation. CoRR (2023)
Iryna De Albuquerque Silva, Thomas Carle, Adrien Gauffriau, Claire Pagetti
ACETONE: Predictable Programming Framework for ML Applications in Safety-Critical Systems. ECRTS (2022)
Adrien Gauffriau, Damien Grasset, David Bertoin, Jayant Sen Gupta
Autonomous Drone Interception with Reinforcement Learning. ATT@IJCAI (2022)
Iryna De Albuquerque Silva, Thomas Carle, Adrien Gauffriau, Claire Pagetti
ACETONE: Predictable Programming Framework for ML Applications in Safety-Critical Systems (Artifact). Dagstuhl Artifacts Ser. 8 (1) (2022)
Mathieu Damour, Florence De Grancey, Christophe Gabreau, Adrien Gauffriau, Jean-Brice Ginestet, Alexandre Hervieu, Thomas Huraux, Claire Pagetti, Ludovic Ponsolle, Arthur Clavière
Towards Certification of a Reduced Footprint ACAS-Xu System: A Hybrid ML-Based Solution. SAFECOMP (2021)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation Learning with Guarantees. SafeAI@AAAI (2021)
Hervé Delseny, Christophe Gabreau, Adrien Gauffriau, Bernard Beaudouin, Ludovic Ponsolle, Lucian Alecu, Hugues Bonnin, Brice Beltran, Didier Duchel, Jean-Brice Ginestet, Alexandre Hervieu, Ghilaine Martinez, Sylvain Pasquet, Kevin Delmas, Claire Pagetti, Jean-Marc Gabriel, Camille Chapdelaine, Sylvaine Picard, Mathieu Damour, Cyril Cappi, Laurent Gardès, Florence De Grancey, Eric Jenn, Baptiste Lefèvre, Grégory Flandin, Sébastien Gerchinovitz, Franck Mamalet, Alexandre Albore
White Paper Machine Learning in Certified Systems. CoRR (2021)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation learning with guarantees. CoRR (2021)
Keryan Didier, Albert Cohen, Dumitru Potop-Butucaru, Adrien Gauffriau
Sheep in wolf's Clothing: Implementation Models for Dataflow Multi-Threaded Software. ACSD (2019)
César Torres-Huitzil, Bernard Girau, Adrien Gauffriau
Hardware/Software Codesign for Embedded Implementation of Neural Networks. ARC (2007)