@InProceedings{price_et_al:LIPIcs.ICALP.2017.59, author = {Price, Eric and Song, Zhao and Woodruff, David P.}, title = {{Fast Regression with an \$ell\underlineinfty\$ Guarantee}}, booktitle = {44th International Colloquium on Automata, Languages, and Programming (ICALP 2017)}, pages = {59:1--59:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-041-5}, ISSN = {1868-8969}, year = {2017}, volume = {80}, editor = {Chatzigiannakis, Ioannis and Indyk, Piotr and Kuhn, Fabian and Muscholl, Anca}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2017.59}, URN = {urn:nbn:de:0030-drops-74488}, doi = {10.4230/LIPIcs.ICALP.2017.59}, annote = {Keywords: Linear regression, Count-Sketch, Gaussians, Leverage scores, ell\underlineinfty-guarantee} }