Convergence property of the Quantized Distributed Gradient descent with constant stepsizes and an effective strategy for the stepsize selection

Woocheol Choi, Myeong-Su Lee

In this paper, we establish new convergence results for the quantized distributed gradient descent and suggest a novel strategy of choosing the stepsizes for the high-performance o…