Yue-Lei Zhu

Stochastic Frank–Wolfe methods for stochastic multi-objective optimization

The Stochastic Frank–Wolfe (SFW) algorithm is proposed, a projection-free framework that leverages linear minimization oracles to bypass expensive projection operations and achieves rigorous convergence rate guarantees for both convex and non-convex objectives.