Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases

Ruslan Nazykov, Aleksandr Shestakov, Vladimir Solodkin +3

The Conditional Gradient (or Frank-Wolfe) method is one of the most well-known methods for solving constrained optimization problems appearing in various machine learning tasks. Th…