most citedHyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

32 citations · 36 across the 3 of their papers we have counts for

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stat.ML2018

Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient Optimization

Fanhua Shang, Yuanyuan Liu, Kaiwen Zhou +3

In this paper, we propose a novel sufficient decrease technique for stochastic variance reduced gradient descent methods such as SVRG and SAGA. In order to make sufficient decrease…