@InProceedings{mahabadi_et_al:LIPIcs.APPROX/RANDOM.2022.31, author = {Mahabadi, Sepideh and Woodruff, David P. and Zhou, Samson}, title = {{Adaptive Sketches for Robust Regression with Importance Sampling}}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2022)}, pages = {31:1--31:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-249-5}, ISSN = {1868-8969}, year = {2022}, volume = {245}, editor = {Chakrabarti, Amit and Swamy, Chaitanya}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.APPROX/RANDOM.2022.31}, URN = {urn:nbn:de:0030-drops-171531}, doi = {10.4230/LIPIcs.APPROX/RANDOM.2022.31}, annote = {Keywords: Streaming algorithms, stochastic optimization, importance sampling} }