The Euclid Data Processing Challenges. - Pierre Dubath; Nikolaos Apostolakos; Andrea Bonchi; Andrey N. Belikov; Massimo Brescia; Stefano Cavuoti; Peter Capak; Jean Coupon; Christophe Dabin; Hubert Degaudenzi; Shantanu Desai; Florian Dubath; et al. (Astroinformatics, 2016)

Applying the conformal prediction paradigm for the uncertainty quantification of an end-to-end automatic speech recognition model (wav2vec 2.0). - Fares Ernez; Alexandre Arnold; Audrey Galametz; Catherine Kobus; Nawal Ould Amer (COPA, 2023)

Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance. - Mélanie Ducoffe; Guillaume Povéda; Audrey Galametz; Ryma Boumazouza; Marion-Cécile Martin; Julien Baris; Derk Daverschot; Eugene O'Higgins (FMICS, 2024)

Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing. - Yizhak Yisrael Elboher; Raya Elsaleh; Omri Isac; Mélanie Ducoffe; Audrey Galametz; Guillaume Povéda; Ryma Boumazouza; Noémie Cohen; Guy Katz (CoRR, 2024)

Verification for Object Detection - IBP IoU. - Noémie Cohen; Mélanie Ducoffe; Ryma Boumazouza; Christophe Gabreau; Claire Pagetti; Xavier Pucel; Audrey Galametz (CoRR, 2024)