119 citations · 366 across the 21 of their papers we have counts for
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cs.DC2016
Hybrid-DCA: A Double Asynchronous Approach for Stochastic Dual Coordinate Ascent
Soumitra Pal, Tingyang Xu, Tianbao Yang +2
In prior works, stochastic dual coordinate ascent (SDCA) has been parallelized in a multi-core environment where the cores communicate through shared memory, or in a multi-processo…
cs.LG2016★ 33 cited
On Multiplicative Multitask Feature Learning
Xin Wang, Jinbo Bi, Shipeng Yu +1
We investigate a general framework of multiplicative multitask feature learning which decomposes each task's model parameters into a multiplication of two components. One of the co…
stat.ME2016★ 15 cited
Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction
Tingyang Xu, Jiangwen Sun, Jinbo Bi
Longitudinal analysis is important in many disciplines, such as the study of behavioral transitions in social science. Only very recently, feature selection has drawn adequate atte…