67 citations · 111 across the 41 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.ML2017★ 3 cited
Multilayer tensor factorization with applications to recommender systems
Xuan Bi, Annie Qu, Xiaotong Shen
Recommender systems have been widely adopted by electronic commerce and entertainment industries for individualized prediction and recommendation, which benefit consumers and impro…
stat.ME2017★ 7 cited
Individualized Multi-directional Variable Selection
Xiwei Tang, Fei Xue, Annie Qu
In this paper we propose a heterogeneous modeling framework which achieves individual-wise feature selection and individualized covariates' effects subgrouping simultaneously. In c…
stat.ME2017★ 1 cited
Semi-standard partial covariance variable selection when irrepresentable conditions fail
Fei Xue, Annie Qu
Traditional variable selection methods could fail to be sign consistent when irrepresentable conditions are violated. This is especially critical in high-dimensional settings when…