Universal Adaptive Environment Discovery

Madi Matymov, Ba-Hien Tran, Maurizio Filippone

An open problem in Machine Learning is how to avoid models to exploit spurious correlations in the data; a famous example is the background-label shortcut in the Waterbirds dataset…