On the robustness of noisy solutions in non-convex neural networks

Enrico M. Malatesta, Alessandra Passalacqua, Riccardo Zecchina

Optimization in non-convex neural network models is strongly influenced by the geometry of the solution space: sparse, isolated, point-like clusters are typically algorithmically i…