Local SGD for Near-Quadratic Problems: Improving Convergence under Unconstrained Noise Conditions

Andrey Sadchikov, Savelii Chezhegov, Aleksandr Beznosikov +1

Distributed optimization plays an important role in modern large-scale machine learning and data processing systems by optimizing the utilization of computational resources. One of…