2024
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
NeurIPS 2024poster
We consider the problem of learning a target function corresponding to a single hidden layer neural network, with a quadratic activation function after the first layer, and random weights. We consider the asymptotic limit where the input dimension and the network width are proportionally large. Rece…