Theoretical Foundation of Co-Training and Disagreement-Based Algorithms

Wei Wang, Zhi-Hua Zhou

Disagreement-based approaches generate multiple classifiers and exploit the disagreement among them with unlabeled data to improve learning performance. Co-training is a representa…