Minimax and Communication-Efficient Distributed Best Subset Selection with Oracle Property

Jingguo Lan, Hongmei Lin, Xueqin Wang

The explosion of large-scale data in fields such as finance, e-commerce, and social media has outstripped the processing capabilities of single-machine systems, driving the need fo…