Manifold Identification for Ultimately Communication-Efficient Distributed Optimization

Yu-Sheng Li, Wei-Lin Chiang, Ching-Pei Lee

Abstract: This work proposes a progressive manifold identification approach for distributed optimization with sound theoretical justifications to greatly reduce both the rounds of communication and the bytes...