Identifying Spurious Correlations using Counterfactual Alignment

Joseph Paul Cohen, Louis Blankemeier, Akshay Chaudhari

Models driven by spurious correlations often yield poor generalization performance. We propose the counterfactual (CF) alignment method to detect and quantify spurious correlations…