Generalization from correlated sets of patterns in the perceptron

Francesco Borra, Marco Cosentino Lagomarsino, Pietro Rotondo +1

Generalization is a central aspect of learning theory. Here, we propose a framework that explores an auxiliary task-dependent notion of generalization, and attempts to quantitative…