Clustering of solutions in the symmetric binary perceptron

Carlo Baldassi, Riccardo Della Vecchia, Carlo Lucibello +1

The geometrical features of the (non-convex) loss landscape of neural network models are crucial in ensuring successful optimization and, most importantly, the capability to genera…