Mélanie Ducoffe

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Venues

CoRR

FMICS

ACL (1)

Int. J. Softw. Tools Technol. Transf.

University of Côte d'Azur, Nice, France (PHD)

Education History

University of Côte d'Azur, Nice, France

PHD

Publications

Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober, Guillaume Vidot
Certification of avionic software based on machine learning: the case for formal monotony analysis. Int. J. Softw. Tools Technol. Transf. 26 (2) (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)
Mélanie Ducoffe, Guillaume Povéda, Audrey Galametz, Ryma Boumazouza, Marion-Cécile Martin, Julien Baris, Derk Daverschot, Eugene O'Higgins
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. CoRR (2024)
Yizhak Yisrael Elboher, Raya Elsaleh, Omri Isac, Mélanie Ducoffe, Audrey Galametz, Guillaume Povéda, Ryma Boumazouza, Noémie Cohen, Guy Katz
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing. CoRR (2024)
Mélanie Ducoffe, Guillaume Povéda, Audrey Galametz, Ryma Boumazouza, Marion-Cécile Martin, Julien Baris, Derk Daverschot, Eugene O'Higgins
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. FMICS (2024)
Noémie Cohen, Mélanie Ducoffe, Ryma Boumazouza, Christophe Gabreau, Claire Pagetti, Xavier Pucel, Audrey Galametz
Verification for Object Detection - IBP IoU. 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)
Guillaume Vidot, Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober
Formal Monotony Analysis of Neural Networks with Mixed Inputs: An Asset for Certification. FMICS (2022)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation Learning with Guarantees. SafeAI@AAAI (2021)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation learning with guarantees. CoRR (2021)
Gabriel Rodriguez Garcia, Gabriel Michau, Mélanie Ducoffe, Jayant Sen Gupta, Olga Fink
Time Series to Images: Monitoring the Condition of Industrial Assets with Deep Learning Image Processing Algorithms. CoRR (2020)
Nicolas Courty, Rémi Flamary, Mélanie Ducoffe
Learning Wasserstein Embeddings. ICLR (Poster) (2018)
Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frédéric Precioso, Damon Mayaffre
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. ACL (1) (2018)
Nicolas Courty, Rémi Flamary, Mélanie Ducoffe
Learning Wasserstein Embeddings. CoRR (2017)

Mélanie Ducoffe.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mélanie Ducoffe