Distributed Zeroth-Order Optimization with Rademacher Perturbations and Momentum Gradient Tracking

Yanxu Su, Xiaorui Tong, Changyin Sun

Zeroth-order (ZO) optimization is indispensable for complex non-convex tasks where explicit gradients are computationally prohibitive or strictly inaccessible. For deploying ZO met…