Luca Di Carlo

Entropic Confinement and Mode Connectivity in Overparameterized Neural Networks

Modern neural networks exhibit a striking property: basins of attraction in the loss landscape are often connected by low-loss paths, yet optimization dynamics generally remain confined to a single convex basin and rarely explore intermediate points. We resolve this paradox by identifying entropic b…