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…