Predictive power of a Bayesian effective action for fully-connected one hidden layer neural networks in the proportional limit

P. Baglioni, R. Pacelli, R. Aiudi +4

We perform accurate numerical experiments with fully-connected (FC) one-hidden layer neural networks trained with a discretized Langevin dynamics on the MNIST and CIFAR10 datasets.…