Random Projections For Large-Scale Regression

Gian-Andrea Thanei, Christina Heinze, Nicolai Meinshausen

Fitting linear regression models can be computationally very expensive in large-scale data analysis tasks if the sample size and the number of variables are very large. Random proj…