A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging

Thomas Henn, Yasukazu Sakamoto, Clément Jacquet +8

Machine learning models commonly exhibit unexpected failures post-deployment due to either data shifts or uncommon situations in the training environment. Domain experts typically…