Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion

Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan +2

The predictive performance of supervised learning algorithms depends on the quality of labels. In a typical label collection process, multiple annotators provide subjective noisy e…