Which Learning Algorithms Can Generalize Identity-Based Rules to Novel Inputs?

Paul Tupper, Bobak Shahriari

We propose a novel framework for the analysis of learning algorithms that allows us to say when such algorithms can and cannot generalize certain patterns from training data to tes…