Breaking the Stochasticity Barrier: An Adaptive Variance-Reduced Method for Variational Inequalities

Yungi Jeong, Takumi Otsuka

Stochastic non-convex non-concave optimization, formally characterized as Stochastic Variational Inequalities (SVIs), presents unique challenges due to rotational dynamics and the…