Robust Analysis of Almost Sure Convergence of Zeroth-Order Mirror Descent Algorithm

Anik Kumar Paul, Arun D Mahindrakar, Rachel K Kalaimani

This letter presents an almost sure convergence of the zeroth-order mirror descent algorithm. The algorithm admits non-smooth convex functions and a biased oracle which only provid…