Published in: LIPIcs, Volume 204, 29th Annual European Symposium on Algorithms (ESA 2021)
Hu Ding. Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning. In 29th Annual European Symposium on Algorithms (ESA 2021). Leibniz International Proceedings in Informatics (LIPIcs), Volume 204, pp. 38:1-38:19, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@InProceedings{ding:LIPIcs.ESA.2021.38, author = {Ding, Hu}, title = {{Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning}}, booktitle = {29th Annual European Symposium on Algorithms (ESA 2021)}, pages = {38:1--38:19}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-204-4}, ISSN = {1868-8969}, year = {2021}, volume = {204}, editor = {Mutzel, Petra and Pagh, Rasmus and Herman, Grzegorz}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ESA.2021.38}, URN = {urn:nbn:de:0030-drops-146194}, doi = {10.4230/LIPIcs.ESA.2021.38}, annote = {Keywords: stability, sublinear time, geometric optimization, machine learning} }
Published in: LIPIcs, Volume 198, 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021)
Han Xu and Zhenjiang Hu. Analytical Differential Calculus with Integration. In 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021). Leibniz International Proceedings in Informatics (LIPIcs), Volume 198, pp. 143:1-143:20, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@InProceedings{xu_et_al:LIPIcs.ICALP.2021.143, author = {Xu, Han and Hu, Zhenjiang}, title = {{Analytical Differential Calculus with Integration}}, booktitle = {48th International Colloquium on Automata, Languages, and Programming (ICALP 2021)}, pages = {143:1--143:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-195-5}, ISSN = {1868-8969}, year = {2021}, volume = {198}, editor = {Bansal, Nikhil and Merelli, Emanuela and Worrell, James}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2021.143}, URN = {urn:nbn:de:0030-drops-142127}, doi = {10.4230/LIPIcs.ICALP.2021.143}, annote = {Keywords: Differential Calculus, Integration, Lambda Calculus, Incremental Computation, Adaptive Computing} }
Published in: LIPIcs, Volume 64, 27th International Symposium on Algorithms and Computation (ISAAC 2016)
Yangwei Liu, Hu Ding, Ziyun Huang, and Jinhui Xu. Distributed and Robust Support Vector Machine. In 27th International Symposium on Algorithms and Computation (ISAAC 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 64, pp. 54:1-54:13, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)
@InProceedings{liu_et_al:LIPIcs.ISAAC.2016.54, author = {Liu, Yangwei and Ding, Hu and Huang, Ziyun and Xu, Jinhui}, title = {{Distributed and Robust Support Vector Machine}}, booktitle = {27th International Symposium on Algorithms and Computation (ISAAC 2016)}, pages = {54:1--54:13}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-026-2}, ISSN = {1868-8969}, year = {2016}, volume = {64}, editor = {Hong, Seok-Hee}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2016.54}, URN = {urn:nbn:de:0030-drops-68221}, doi = {10.4230/LIPIcs.ISAAC.2016.54}, annote = {Keywords: Distributed Algorithm, Communication Complexity, Robust Algorithm, SVM} }
Published in: LIPIcs, Volume 51, 32nd International Symposium on Computational Geometry (SoCG 2016)
Hu Ding, Jing Gao, and Jinhui Xu. Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance. In 32nd International Symposium on Computational Geometry (SoCG 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 51, pp. 34:1-34:16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)
@InProceedings{ding_et_al:LIPIcs.SoCG.2016.34, author = {Ding, Hu and Gao, Jing and Xu, Jinhui}, title = {{Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance}}, booktitle = {32nd International Symposium on Computational Geometry (SoCG 2016)}, pages = {34:1--34:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-009-5}, ISSN = {1868-8969}, year = {2016}, volume = {51}, editor = {Fekete, S\'{a}ndor and Lubiw, Anna}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.SoCG.2016.34}, URN = {urn:nbn:de:0030-drops-59264}, doi = {10.4230/LIPIcs.SoCG.2016.34}, annote = {Keywords: geometric optimization, data mining, high dimension, entropy} }
Published in: OASIcs, Volume 35, 2013 Imperial College Computing Student Workshop
Hu Xu, Karen Petrie, and Iain Murray. Using Self-learning and Automatic Tuning to Improve the Performance of Sexual Genetic Algorithms for Constraint Satisfaction Problems. In 2013 Imperial College Computing Student Workshop. Open Access Series in Informatics (OASIcs), Volume 35, pp. 128-135, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2013)
@InProceedings{xu_et_al:OASIcs.ICCSW.2013.128, author = {Xu, Hu and Petrie, Karen and Murray, Iain}, title = {{Using Self-learning and Automatic Tuning to Improve the Performance of Sexual Genetic Algorithms for Constraint Satisfaction Problems}}, booktitle = {2013 Imperial College Computing Student Workshop}, pages = {128--135}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-939897-63-7}, ISSN = {2190-6807}, year = {2013}, volume = {35}, editor = {Jones, Andrew V. and Ng, Nicholas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.ICCSW.2013.128}, URN = {urn:nbn:de:0030-drops-42811}, doi = {10.4230/OASIcs.ICCSW.2013.128}, annote = {Keywords: Self-learning Genetic Algorithm, Sexual Genetic algorithm, Constraint Programming, Parameter Tuning} }
Published in: OASIcs, Volume 28, 2012 Imperial College Computing Student Workshop
Hu Xu and Karen Petrie. Self-Learning Genetic Algorithm For Constrains Satisfaction Problems. In 2012 Imperial College Computing Student Workshop. Open Access Series in Informatics (OASIcs), Volume 28, pp. 156-162, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
@InProceedings{xu_et_al:OASIcs.ICCSW.2012.156, author = {Xu, Hu and Petrie, Karen}, title = {{Self-Learning Genetic Algorithm For Constrains Satisfaction Problems}}, booktitle = {2012 Imperial College Computing Student Workshop}, pages = {156--162}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-939897-48-4}, ISSN = {2190-6807}, year = {2012}, volume = {28}, editor = {Jones, Andrew V.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.ICCSW.2012.156}, URN = {urn:nbn:de:0030-drops-37808}, doi = {10.4230/OASIcs.ICCSW.2012.156}, annote = {Keywords: Self-learning Genetic Algorithm, Constraint Programming, Parameter Tuning} }
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