Estimating Performance for Safe Deployment of Machine Learning Models

Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam +4

The main challenge in applying deep neural networks to real-world scenarios lies in distributional discrepancies between training and test datasets, often caused by variations in d…