Towards Optimal District Heating Temperature Control in China with Deep Reinforcement Learning. - Adrien Le-Coz; Tahar Nabil; François Courtot (CoRR, 2020)

Leveraging generative models to characterize the failure conditions of image classifiers. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (AISafety@IJCAI, 2022)

Explaining an Image Classifier with a Generative Model Conditioned by Uncertainty. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (PKDD/ECML Workshops (2), 2023)

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. - Adrien Le-Coz; Houssem Ouertatani; Stéphane Herbin; Faouzi Adjed (CVPR Workshops, 2024)

Confidence Calibration of Classifiers with Many Classes. - Adrien Le-Coz; Stéphane Herbin; Faouzi Adjed (NeurIPS, 2024)

Characterization of a Reliability Domain for Image Classifiers. (Caractérisation d'un Domaine de Fiabilité des Classifieurs d'Images). - Adrien Le-Coz (2024)