David Durfee, Kevin A. Lai, Saurabh Sawlani. $\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 1626-1656, PMLR, 2018. [doi]
@inproceedings{DurfeeLS18,
title = {$\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent},
author = {David Durfee and Kevin A. Lai and Saurabh Sawlani},
year = {2018},
url = {http://proceedings.mlr.press/v75/durfee18a.html},
researchr = {https://researchr.org/publication/DurfeeLS18},
cites = {0},
citedby = {0},
pages = {1626-1656},
booktitle = {Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018},
editor = {Sébastien Bubeck and Vianney Perchet and Philippe Rigollet},
volume = {75},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}