87 citations · 559 across the 59 of their papers we have counts for
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cs.LG2017
Multi-level Feedback Web Links Selection Problem: Learning and Optimization
Kechao Cai, Kun Chen, Longbo Huang +1
Selecting the right web links for a website is important because appropriate links not only can provide high attractiveness but can also increase the website's revenue. In this wor…
cs.LG2017★ 3 cited
Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization
Yue Yu, Longbo Huang
We consider the stochastic composition optimization problem proposed in \cite{wang2017stochastic}, which has applications ranging from estimation to statistical and machine learnin…
math.OC2017
Learning-aided Stochastic Network Optimization with Imperfect State Prediction
Longbo Huang, Minghua Chen, Yunxin Liu
We investigate the problem of stochastic network optimization in the presence of imperfect state prediction and non-stationarity. Based on a novel distribution-accuracy curve predi…