Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method

Yatin Dandi, David Gamarnik, Francisco Pernice +1

Dynamical Mean Field Theory (DMFT) provides an asymptotic description of the dynamics of macroscopic observables in certain disordered systems. Originally pioneered in the context…