9 citations · 26 across the 13 of their papers we have counts for
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cs.LG2020★ 9 cited
Periodic Stochastic Gradient Descent with Momentum for Decentralized Training
Hongchang Gao, Heng Huang
Decentralized training has been actively studied in recent years. Although a wide variety of methods have been proposed, yet the decentralized momentum SGD method is still underexp…
cs.DC2020★ 4 cited
Adaptive Serverless Learning
Hongchang Gao, Heng Huang
With the emergence of distributed data, training machine learning models in the serverless manner has attracted increasing attention in recent years. Numerous training approaches h…