RealPatch: A Statistical Matching Framework for Model Patching with Real Samples

Sara Romiti, Christopher Inskip, Viktoriia Sharmanska +1

Machine learning classifiers are typically trained to minimise the average error across a dataset. Unfortunately, in practice, this process often exploits spurious correlations cau…