Semi-Supervised Empirical Risk Minimization: Using unlabeled data to improve prediction

Oren Yuval, Saharon Rosset

We present a general methodology for using unlabeled data to design semi supervised learning (SSL) variants of the Empirical Risk Minimization (ERM) learning process. Focusing on g…