Convergence Theory of Generalized Distributed Subgradient Method with Random Quantization

no code implementations • 22 Jul 2022 • Zhaoyue Xia, Jun Du, Yong Ren

Compared with perfect data, quantization poses fundamental challenges on loss of data accuracy, which further impacts the convergence of the algorithms.

Distributed Optimization Quantization