Learning with Bounded Instance and Label-dependent Label Noise

Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao

Abstract: Instance- and Label-dependent label Noise (ILN) widely exists in real-world datasets but has been rarely studied. In this paper, we focus on Bounded Instance- and Label-dependent label Noise (BILN)...