70 lines
2.7 KiB
BibTeX
70 lines
2.7 KiB
BibTeX
@inproceedings {paramServer,
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author = {Mu Li and David G. Andersen and Jun Woo Park and Alexander J. Smola and Amr Ahmed and Vanja Josifovski and James Long and Eugene J. Shekita and Bor-Yiing Su},
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title = {Scaling Distributed Machine Learning with the Parameter Server},
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booktitle = {11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14)},
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year = {2014},
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month = Oct,
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isbn = { 978-1-931971-16-4},
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address = {Broomfield, CO},
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pages = {583--598},
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url = {https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu},
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publisher = {USENIX Association},
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}
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@article{DuchiAW12,
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author = {Duchi, John C. and Agarwal, Alekh and Wainwright, Martin J.},
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biburl = {http://www.bibsonomy.org/bibtex/241ff9a4754f77538c4d5076acebbf772/dblp},
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ee = {http://dx.doi.org/10.1109/TAC.2011.2161027},
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journal = {IEEE Trans. Automat. Contr.},
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keywords = {dblp},
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number = 3,
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pages = {592-606},
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title = {Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling.},
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url = {http://dblp.uni-trier.de/db/journals/tac/tac57.html#DuchiAW12},
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volume = 57,
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year = 2012
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}
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@INPROCEEDINGS{Zinkevich,
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author = {Martin A. Zinkevich and Alex Smola and Markus Weimer and Lihong Li},
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title = {Parallelized stochastic gradient descent},
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booktitle = {Advances in Neural Information Processing Systems 23},
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year = {2010},
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pages = {2595--2603}
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}
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@article{Dekel,
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author = {Dekel, Ofer and Gilad-Bachrach, Ran and Shamir, Ohad and Xiao, Lin},
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biburl = {http://www.bibsonomy.org/bibtex/20603ddb3c1f66680cb38f01683f544c3/dblp},
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ee = {http://arxiv.org/abs/1012.1367},
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journal = {CoRR},
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keywords = {dblp},
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title = {Optimal Distributed Online Prediction using Mini-Batches},
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url = {http://dblp.uni-trier.de/db/journals/corr/corr1012.html#abs-1012-1367},
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volume = {abs/1012.1367},
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year = 2010
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}
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@inproceedings{Low,
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title = {GraphLab: A New Parallel Framework for Machine Learning},
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author = {Yucheng Low and Joseph Gonzalez and Aapo Kyrola and Danny Bickson and Carlos Guestrin and Joseph M. Hellerstein},
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booktitle = {Conference on Uncertainty in Artificial Intelligence (UAI)},
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month = {July},
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year = {2010},
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address = {Catalina Island, California},
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wwwfilebase = {uai2010-low-gonzalez-kyrola-bickson-guestrin-hellerstein},
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wwwtopic = {Parallel Learning},
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}
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@article{Agarwal,
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author = {Agarwal, Alekh and Chapelle, Olivier and Dudík, Miroslav and Langford, John},
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biburl = {http://www.bibsonomy.org/bibtex/2e0e1d583d5b30e917e67124acbe3acd4/dblp},
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ee = {http://arxiv.org/abs/1110.4198},
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journal = {CoRR},
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keywords = {dblp},
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title = {A Reliable Effective Terascale Linear Learning System},
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url = {http://dblp.uni-trier.de/db/journals/corr/corr1110.html#abs-1110-4198},
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volume = {abs/1110.4198},
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year = 2011
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}
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