A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms

Xinwei Zhang, Mingyi Hong, Sairaj V. Dhople, Nicola Elia

Abstract: In modern machine learning systems, distributed algorithms are deployed across applications to ensure data privacy and optimal utilization of computational resources. This work offers a fresh persp...