Contrastive Identification of Covariate Shift in Image Data

Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit +3

Identifying covariate shift is crucial for making machine learning systems robust in the real world and for detecting training data biases that are not reflected in test data. Howe…