Decentralized Optimization with Topology-Independent Communication

Ying Lin, Yao Kuang, Ahmet Alacaoglu +1

Distributed optimization requires nodes to coordinate, yet full synchronization scales poorly. When $n$ nodes collaborate through $m$ pairwise regularizers, standard methods demand…