Bregman meets Lévy: Stochastic mirror descent with heavy-tailed noise in continuous and discrete time

Pierre-Louis Cauvin, Panayotis Mertikopoulos

We study the robustness of stochastic mirror descent (SMD) under heavy-tailed noise, focusing on whether the method retains its convergence guarantees when run with infinite-varian…