Instance-dependent Label-noise Learning under a Structural Causal Model

Yu Yao, Tongliang Liu, Mingming Gong +3

Label noise will degenerate the performance of deep learning algorithms because deep neural networks easily overfit label errors. Let X and Y denote the instance and clean label, r…