@InProceedings{huang_et_al:LIPIcs.SWAT.2018.25, author = {Huang, Lingxiao and Jin, Yifei and Li, Jian}, title = {{SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms}}, booktitle = {16th Scandinavian Symposium and Workshops on Algorithm Theory (SWAT 2018)}, pages = {25:1--25:13}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-068-2}, ISSN = {1868-8969}, year = {2018}, volume = {101}, editor = {Eppstein, David}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SWAT.2018.25}, URN = {urn:nbn:de:0030-drops-88515}, doi = {10.4230/LIPIcs.SWAT.2018.25}, annote = {Keywords: nu-SVM, hard-margin SVM, saddle point optimization, distributed algorithm} }