Learning from Weak Teachers

Ruth Urner, Shai Ben-David, Ohad Shamir

Abstract: This paper addresses the problem of learning when high-quality labeled examples are an expensive resource, while samples with error-prone labeling (for example generated by crowdsourcing) are readi...