@InProceedings{bhaskara_et_al:LIPIcs.ITCS.2018.7, author = {Bhaskara, Aditya and Lattanzi, Silvio}, title = {{Non-Negative Sparse Regression and Column Subset Selection with L1 Error}}, booktitle = {9th Innovations in Theoretical Computer Science Conference (ITCS 2018)}, pages = {7:1--7:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-060-6}, ISSN = {1868-8969}, year = {2018}, volume = {94}, editor = {Karlin, Anna R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2018.7}, URN = {urn:nbn:de:0030-drops-83548}, doi = {10.4230/LIPIcs.ITCS.2018.7}, annote = {Keywords: Sparse regression, L1 error optimization, Column subset selection} }