On the Role of Batch Size in Stochastic Conditional Gradient Methods

Rustem Islamov, Roman Machacek, Aurelien Lucchi +3

We study the role of batch size in stochastic conditional gradient methods under a $\mu$-Kurdyka-Łojasiewicz ($\mu$-KL) condition. Focusing on momentum-based stochastic conditional gra…