Distributed Sketching on Data Partitions for OLS Regression

Luyuan Yang, Brayden Garner, Shayan Shafaei +1

This paper studies distributed sketching for ordinary least squares (OLS) regression, an approach that distributes small sketches of a large data set over multiple machines to sepa…