Adaptivity via a Parallel Architecture for Stochastic Gradient Methods

Bin Fu

Let $\mathrm{A}(x_0,y)$ be an algorithm with two inputs: an initial point $x_0$ and an integer parameter $y$, which specifies that $\mathrm{A}(.,.)$ executes at most $y$ iterations…