How Robust is Unsupervised Representation Learning to Distribution Shift?

Yuge Shi, Imant Daunhawer, Julia E. Vogt +2

The robustness of machine learning algorithms to distributions shift is primarily discussed in the context of supervised learning (SL). As such, there is a lack of insight on the r…