Online Learning of Neural Networks

Amit Daniely, Idan Mehalel, Elchanan Mossel

We study online learning of feedforward neural networks with the sign activation function that implement functions from the unit ball in ${\mathbb{R}}^d$ to a finite label set $\{1,…