Error Correction in Learning using SVMs

Srivatsan Laxman, Sushil Mittal, Ramarathnam Venkatesan

This paper is concerned with learning binary classifiers under adversarial label-noise. We introduce the problem of error-correction in learning where the goal is to recover the or…