Robust and Discriminative Self-Taught Learning

Hua Wang, Feiping Nie, Heng Huang

Abstract: The lack of training data is a common challenge in many machine learning problems, which is often tackled by semi-supervised learning methods or transfer learning methods. The former requires unlab...