The Method of Gaps: Exact Expressions for the Generalization Error of Supervised Learning Algorithms

Samir M. Perlaza, Xinying Zou

In this paper, the method of gaps, a technique for deriving closed-form expressions in terms of information measures for the generalization error of supervised learning algorithms,…