649 citations · 1.7k across the 57 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…
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…