Published in: LIPIcs, Volume 101, 16th Scandinavian Symposium and Workshops on Algorithm Theory (SWAT 2018)
Lingxiao Huang, Yifei Jin, and Jian Li. SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms. In 16th Scandinavian Symposium and Workshops on Algorithm Theory (SWAT 2018). Leibniz International Proceedings in Informatics (LIPIcs), Volume 101, pp. 25:1-25:13, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)
@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-dev.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} }
Published in: LIPIcs, Volume 57, 24th Annual European Symposium on Algorithms (ESA 2016)
Lingxiao Huang, Jian Li, Jeff M. Phillips, and Haitao Wang. epsilon-Kernel Coresets for Stochastic Points. In 24th Annual European Symposium on Algorithms (ESA 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 57, pp. 50:1-50:18, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)
@InProceedings{huang_et_al:LIPIcs.ESA.2016.50, author = {Huang, Lingxiao and Li, Jian and Phillips, Jeff M. and Wang, Haitao}, title = {{epsilon-Kernel Coresets for Stochastic Points}}, booktitle = {24th Annual European Symposium on Algorithms (ESA 2016)}, pages = {50:1--50:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-015-6}, ISSN = {1868-8969}, year = {2016}, volume = {57}, editor = {Sankowski, Piotr and Zaroliagis, Christos}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ESA.2016.50}, URN = {urn:nbn:de:0030-drops-63921}, doi = {10.4230/LIPIcs.ESA.2016.50}, annote = {Keywords: e-kernel, coreset, stochastic point, shape fitting} }
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