Disentanglement and Generalization Under Correlation Shifts

Christina M. Funke, Paul Vicol, Kuan-Chieh Wang +3

Correlations between factors of variation are prevalent in real-world data. Exploiting such correlations may increase predictive performance on noisy data; however, often correlati…