75 citations · 252 across the 29 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016
Multiple Influential Point Detection in High-Dimensional Spaces
Junlong Zhao, Chao Liu, Lu Niu +1
Influence diagnosis is an integrated component of data analysis, but is severely under-investigated in a high-dimensional setting. One of the key challenges, even in a fixed-dimens…
stat.ME2016★ 17 cited
DECOrrelated feature space partitioning for distributed sparse regression
Xiangyu Wang, David Dunson, Chenlei Leng
Fitting statistical models is computationally challenging when the sample size or the dimension of the dataset is huge. An attractive approach for down-scaling the problem size is…