Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes

Abhinav Kumar, Amit Deshpande, Amit Sharma

In many classification datasets, the task labels are spuriously correlated with some input attributes. Classifiers trained on such datasets often rely on these attributes for predi…