Density of states in neural networks: an in-depth exploration of learning in parameter space

Margherita Mele, Roberto Menichetti, Alessandro Ingrosso +1

Learning in neural networks critically hinges on the intricate geometry of the loss landscape associated with a given task. Traditionally, most research has focused on finding spec…