Bias-Aware Mislabeling Detection via Decoupled Confident Learning

Yunyi Li, Maria De-Arteaga, Maytal Saar-Tsechansky

Reliable data is a cornerstone of modern organizational systems. A notable data integrity challenge stems from label bias, which refers to systematic errors in a label, a covariate…