Orthogonal Subsampling for Big Data Linear Regression

Lin Wang, Jake Elmstedt, Weng Kee Wong +1

The dramatic growth of big datasets presents a new challenge to data storage and analysis. Data reduction, or subsampling, that extracts useful information from datasets is a cruci…