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20152022
most citedMMDetection: Open MMLab Detection Toolbox and Benchmark

794 citations · 1.7k across the 27 of their papers we have counts for

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Showing 2018 · cs.LGShow all

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cs.LG2018

Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization

Tianyi Liu, Shiyang Li, Jianping Shi +2

Asynchronous momentum stochastic gradient descent algorithms (Async-MSGD) is one of the most popular algorithms in distributed machine learning. However, its convergence properties…