Optimal drift optimizer for non-convex optimization

Qin Li, Sixu Li, Eitan Tadmor +1

We study a finite-horizon stochastic control criterion for non-convex optimization in which Brownian exploration is balanced against a quadratic control cost. Rather than emphasizi…