Towards optimal district heating temperature control in china with deep reinforcement learning A Le Coz, T Nabil, F Courtot NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning, 2020 | 5 | 2020 |
Machine learning based design of a supercritical CO2 concentrating solar power plant T Nabil, Y Le Moullec, A Le Coz Universität Duisburg-Essen, 2019 | 2 | 2019 |
Leveraging generative models to characterize the failure conditions of image classifiers A Le Coz, S Herbin, F Adjed The IJCAI-ECAI-22 Workshop on Artificial Intelligence Safety (AISafety 2022), 2022 | 1 | 2022 |
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models A Le Coz, H Ouertatani, S Herbin, F Adjed Generative Models for Computer Vision-CVPR 2024 Workshop, 2024 | | 2024 |
Explaining an image classifier with a generative model conditioned by uncertainty A Le Coz, S Herbin, F Adjed Uncertainty meets Explainability| Workshop and Tutorial@ ECML-PKDD 2023, 2023 | | 2023 |