Provably Convergent Decentralized Optimization over Directed Graphs under Generalized Smoothness

Yanan Bo, Yongqiang Wang

Decentralized optimization has become a fundamental tool for large-scale learning systems; however, most existing methods rely on the classical Lipschitz smoothness assumption, whi…