115 citations · 265 across the 37 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015
A Parallel algorithm for -Armed bandits
Cheng Chen, Shuang Liu, Zhihua Zhang +1
The target of -armed bandit problem is to find the global maximum of an unknown stochastic function , given a finite budget of evaluations. Recently, $\mathcal{…
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,…