Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data

Evgeny M Mirkes, Jonathan Bac, Aziz Fouché +3

Domain adaptation is a popular paradigm in modern machine learning which aims at tackling the problem of divergence (or shift) between the labeled training and validation datasets…