17 citations · 54 across the 14 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ML2015★ 5 cited
Fast Asynchronous Parallel Stochastic Gradient Decent
Shen-Yi Zhao, Wu-Jun Li
Stochastic gradient descent~(SGD) and its variants have become more and more popular in machine learning due to their efficiency and effectiveness. To handle large-scale problems,…
cs.LG2015★ 17 cited
Scalable Stochastic Alternating Direction Method of Multipliers
Shen-Yi Zhao, Wu-Jun Li, Zhi-Hua Zhou
Stochastic alternating direction method of multipliers (ADMM), which visits only one sample or a mini-batch of samples each time, has recently been proved to achieve better perform…