Florence de Grancey

According to our database, Florence de Grancey authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver.

Solène Vilfroy, Lionel Bombrun, Thierry Urruty, Florence de Grancey, Jean-Philippe Lebrat, Philippe Carré

Mach. Learn., October, 2024

Conformal prediction for trustworthy detection of railway signals.

Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina

AI Ethics, February, 2024

2023

Towards the Deployment of Knowledge Based Systems in Safety-Critical Systems.

Florence de Grancey, Amandine Audouy

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling.

Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2022

Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach.

Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet, David Vigouroux

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

2021

White Paper Machine Learning in Certified Systems.

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

CoRR, 2021

Towards Certification of a Reduced Footprint ACAS-Xu System: A Hybrid ML-Based Solution.

Mathieu Damour, Florence de Grancey, Christophe Gabreau, Adrien Gauffriau, Jean-Brice Ginestet, Alexandre Hervieu, Thomas Huraux, Claire Pagetti, Ludovic Ponsolle, Arthur Clavière

Proceedings of the Computer Safety, Reliability, and Security, 2021