@article{fastsparseleastsquaresregressionwithnon, title = {Fast Sparse Least-Squares Regression with Non-Asymptotic Guarantees}, author = {Tianbao Yang and Lijun Zhang and Qihang Lin and Rong Jin}, year = {2015}, eprint = {1507.05185}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1507.05185v1}, }