Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning

Haiyun He, Hanshu Yan, Vincent Y. F. Tan

Using information-theoretic principles, we consider the generalization error (gen-error) of iterative semi-supervised learning (SSL) algorithms that iteratively generate pseudo-lab…