@inproceedings{theobald:hal-03346500, TITLE = {{A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression}}, AUTHOR = {Theobald, Claire and Arcelin, Bastien and Pennerath, Fr{\'e}d{\'e}ric and Conan-Guez, Brieuc and Couceiro, Miguel and Napoli, Amedeo}, URL = {https://hal.science/hal-03346500}, BOOKTITLE = {{ECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}}, ADDRESS = {Bilbao, Spain}, SERIES = {Machine Learning and Knowledge Discovery in Databases}, VOLUME = {Proceedings, Part V}, PAGES = {135}, YEAR = {2021}, MONTH = Sep, KEYWORDS = {Bayesian Neural Networks ; Convolutional Neural Networks ; Epistemic uncertainty ; Uncertainty calibration ; Cosmology}, PDF = {https://hal.science/hal-03346500/file/sub_846.pdf}, HAL_ID = {hal-03346500}, HAL_VERSION = {v1}, }