Robust Analysis of Almost Sure Convergence of Zeroth-Order Mirror Descent Algorithm
This letter presents an almost sure convergence of the zeroth-order mirror descent (ZOMD) algorithm. The algorithm admits non-smooth convex functions and a biased oracle which only provides noisy function value at any …