@InProceedings{andoni_et_al:LIPIcs.APPROX/RANDOM.2020.50, author = {Andoni, Alexandr and Burns, Collin and Li, Yi and Mahabadi, Sepideh and Woodruff, David P.}, title = {{Streaming Complexity of SVMs}}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2020)}, pages = {50:1--50:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-164-1}, ISSN = {1868-8969}, year = {2020}, volume = {176}, editor = {Byrka, Jaros{\l}aw and Meka, Raghu}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.APPROX/RANDOM.2020.50}, URN = {urn:nbn:de:0030-drops-126532}, doi = {10.4230/LIPIcs.APPROX/RANDOM.2020.50}, annote = {Keywords: support vector machine, streaming algorithm, space lower bound, sketching algorithm, point estimation} }