SelecMix: Debiased Learning by Contradicting-pair Sampling

Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak +4

Neural networks trained with ERM (empirical risk minimization) sometimes learn unintended decision rules, in particular when their training data is biased, i.e., when training labe…