Making Risk Minimization Tolerant to Label Noise

Aritra Ghosh, Naresh Manwani, P. S. Sastry

In many applications, the training data, from which one needs to learn a classifier, is corrupted with label noise. Many standard algorithms such as SVM perform poorly in presence…