On the convergence of gradient-like flows with noisy gradient input

Panayotis Mertikopoulos, Mathias Staudigl

In view of solving convex optimization problems with noisy gradient input, we analyze the asymptotic behavior of gradient-like flows under stochastic disturbances. Specifically, we…