Adaptive Schauder Stochastic Mirror Descent in Banach Spaces

Jinhui Bai, Shuai Lu, Lei Shi

In this paper, we extend stochastic mirror descent (SMD) to infinite-dimensional Banach spaces for solving a class of risk functional minimization problems, where stochastic gradie…