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Journal Articles
- 2024
[j2]Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina:
Conformal prediction for trustworthy detection of railway signals. AI Ethics 4(1): 157-161 (2024)- [j1]Solène Vilfroy, Lionel Bombrun, Thierry Urruty, Florence de Grancey, Jean-Philippe Lebrat, Philippe Carré:
Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. Mach. Learn. 113(10): 7841-7866 (2024)
Conference and Workshop Papers
- 2023
- [c4]Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina:
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling. COPA 2023: 36-55 - [c3]Florence de Grancey, Amandine Audouy:
Towards the Deployment of Knowledge Based Systems in Safety-Critical Systems. ESWC (Satellite Events) 2023: 186-190 - 2022
- [c2]Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet, David Vigouroux:
Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach. SAFECOMP Workshops 2022: 316-329 - 2021
- [c1]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: 34-48
Informal and Other Publications
- 2023
- [i2]Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina:
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling. CoRR abs/2304.06052 (2023) - 2021
- [i1]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 abs/2103.10529 (2021)
Coauthor Index
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last updated on 2024-10-25 21:15 CEST by the dblp team
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