BibTeX records: Satyen Kale

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@inproceedings{DBLP:conf/colt/FosterKLMS18,
  author    = {Dylan J. Foster and
               Satyen Kale and
               Haipeng Luo and
               Mehryar Mohri and
               Karthik Sridharan},
  title     = {Logistic Regression: The Importance of Being Improper},
  booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
               July 2018.},
  pages     = {167--208},
  year      = {2018},
  crossref  = {DBLP:conf/colt/2018},
  url       = {http://proceedings.mlr.press/v75/foster18a.html},
  timestamp = {Sun, 15 Jul 2018 18:35:23 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/FosterKLMS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenKYHKR18,
  author    = {Ian En{-}Hsu Yen and
               Satyen Kale and
               Felix X. Yu and
               Daniel Niels Holtmann{-}Rice and
               Sanjiv Kumar and
               Pradeep Ravikumar},
  title     = {Loss Decomposition for Fast Learning in Large Output Spaces},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {5626--5635},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/yen18a.html},
  timestamp = {Fri, 13 Jul 2018 14:57:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/YenKYHKR18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AaronsonCHKN18,
  author    = {Scott Aaronson and
               Xinyi Chen and
               Elad Hazan and
               Satyen Kale and
               Ashwin Nayak},
  title     = {Online Learning of Quantum States},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada.},
  pages     = {8976--8986},
  year      = {2018},
  crossref  = {DBLP:conf/nips/2018},
  url       = {http://papers.nips.cc/paper/8111-online-learning-of-quantum-states},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/AaronsonCHKN18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZaheerRSKK18,
  author    = {Manzil Zaheer and
               Sashank J. Reddi and
               Devendra Singh Sachan and
               Satyen Kale and
               Sanjiv Kumar},
  title     = {Adaptive Methods for Nonconvex Optimization},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada.},
  pages     = {9815--9825},
  year      = {2018},
  crossref  = {DBLP:conf/nips/2018},
  url       = {http://papers.nips.cc/paper/8186-adaptive-methods-for-nonconvex-optimization},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/ZaheerRSKK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00101,
  author    = {Dylan J. Foster and
               Satyen Kale and
               Mehryar Mohri and
               Karthik Sridharan},
  title     = {Parameter-free online learning via model selection},
  journal   = {CoRR},
  volume    = {abs/1801.00101},
  year      = {2018},
  url       = {http://arxiv.org/abs/1801.00101},
  archivePrefix = {arXiv},
  eprint    = {1801.00101},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1801-00101},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09349,
  author    = {Dylan J. Foster and
               Satyen Kale and
               Haipeng Luo and
               Mehryar Mohri and
               Karthik Sridharan},
  title     = {Logistic Regression: The Importance of Being Improper},
  journal   = {CoRR},
  volume    = {abs/1803.09349},
  year      = {2018},
  url       = {http://arxiv.org/abs/1803.09349},
  archivePrefix = {arXiv},
  eprint    = {1803.09349},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1803-09349},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07076,
  author    = {Sashank J. Reddi and
               Satyen Kale and
               Felix X. Yu and
               Daniel N. Holtmann{-}Rice and
               Jiecao Chen and
               Sanjiv Kumar},
  title     = {Stochastic Negative Mining for Learning with Large Output Spaces},
  journal   = {CoRR},
  volume    = {abs/1810.07076},
  year      = {2018},
  url       = {http://arxiv.org/abs/1810.07076},
  archivePrefix = {arXiv},
  eprint    = {1810.07076},
  timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1810-07076},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/HazanKS17,
  author    = {Elad Hazan and
               Satyen Kale and
               Shai Shalev{-}Shwartz},
  title     = {Near-Optimal Algorithms for Online Matrix Prediction},
  journal   = {{SIAM} J. Comput.},
  volume    = {46},
  number    = {2},
  pages     = {744--773},
  year      = {2017},
  url       = {https://doi.org/10.1137/120895731},
  doi       = {10.1137/120895731},
  timestamp = {Tue, 02 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/siamcomp/HazanKS17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KaleS17,
  author    = {Satyen Kale and
               Ohad Shamir},
  title     = {Preface: Conference on Learning Theory (COLT), 2017},
  booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
               Amsterdam, The Netherlands, 7-10 July 2017},
  pages     = {1--3},
  year      = {2017},
  crossref  = {DBLP:conf/colt/2017},
  url       = {http://proceedings.mlr.press/v65/kale17a.html},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/KaleS17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KaleKLP17,
  author    = {Satyen Kale and
               Zohar S. Karnin and
               Tengyuan Liang and
               D{\'{a}}vid P{\'{a}}l},
  title     = {Adaptive Feature Selection: Computationally Efficient Online Sparse
               Linear Regression under {RIP}},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning,
               {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  pages     = {1780--1788},
  year      = {2017},
  crossref  = {DBLP:conf/icml/2017},
  url       = {http://proceedings.mlr.press/v70/kale17a.html},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/KaleKLP17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterKMS17,
  author    = {Dylan J. Foster and
               Satyen Kale and
               Mehryar Mohri and
               Karthik Sridharan},
  title     = {Parameter-Free Online Learning via Model Selection},
  booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  pages     = {6022--6032},
  year      = {2017},
  crossref  = {DBLP:conf/nips/2017},
  url       = {http://papers.nips.cc/paper/7183-parameter-free-online-learning-via-model-selection},
  timestamp = {Mon, 27 Nov 2017 12:38:16 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/FosterKMS17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2017,
  editor    = {Satyen Kale and
               Ohad Shamir},
  title     = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
               Amsterdam, The Netherlands, 7-10 July 2017},
  series    = {Proceedings of Machine Learning Research},
  volume    = {65},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://jmlr.org/proceedings/papers/v65/},
  timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaleKLP17,
  author    = {Satyen Kale and
               Zohar S. Karnin and
               Tengyuan Liang and
               D{\'{a}}vid P{\'{a}}l},
  title     = {Adaptive Feature Selection: Computationally Efficient Online Sparse
               Linear Regression under {RIP}},
  journal   = {CoRR},
  volume    = {abs/1706.04690},
  year      = {2017},
  url       = {http://arxiv.org/abs/1706.04690},
  archivePrefix = {arXiv},
  eprint    = {1706.04690},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KaleKLP17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/AroraK16,
  author    = {Sanjeev Arora and
               Satyen Kale},
  title     = {A Combinatorial, Primal-Dual Approach to Semidefinite Programs},
  journal   = {J. {ACM}},
  volume    = {63},
  number    = {2},
  pages     = {12:1--12:35},
  year      = {2016},
  url       = {https://doi.org/10.1145/2837020},
  doi       = {10.1145/2837020},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jacm/AroraK16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanKW16,
  author    = {Elad Hazan and
               Satyen Kale and
               Manfred K. Warmuth},
  title     = {Learning rotations with little regret},
  journal   = {Machine Learning},
  volume    = {104},
  number    = {1},
  pages     = {129--148},
  year      = {2016},
  url       = {https://doi.org/10.1007/s10994-016-5548-x},
  doi       = {10.1007/s10994-016-5548-x},
  timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ml/HazanKW16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKK16,
  author    = {Dean P. Foster and
               Satyen Kale and
               Howard J. Karloff},
  title     = {Online Sparse Linear Regression},
  booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
               New York, USA, June 23-26, 2016},
  pages     = {960--970},
  year      = {2016},
  crossref  = {DBLP:conf/colt/2016},
  url       = {http://jmlr.org/proceedings/papers/v49/foster16.html},
  timestamp = {Wed, 13 Jul 2016 17:28:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/FosterKK16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/EladKN16,
  author    = {Noa Elad and
               Satyen Kale and
               Joseph (Seffi) Naor},
  title     = {Online Semidefinite Programming},
  booktitle = {43rd International Colloquium on Automata, Languages, and Programming,
               {ICALP} 2016, July 11-15, 2016, Rome, Italy},
  pages     = {40:1--40:13},
  year      = {2016},
  crossref  = {DBLP:conf/icalp/2016},
  url       = {https://doi.org/10.4230/LIPIcs.ICALP.2016.40},
  doi       = {10.4230/LIPIcs.ICALP.2016.40},
  timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalp/EladKN16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BeygelzimerKL16,
  author    = {Alina Beygelzimer and
               Satyen Kale and
               Haipeng Luo},
  title     = {Optimal and Adaptive Algorithms for Online Boosting},
  booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
               2016},
  pages     = {4120--4124},
  year      = {2016},
  crossref  = {DBLP:conf/ijcai/2016},
  url       = {http://www.ijcai.org/Abstract/16/614},
  timestamp = {Fri, 15 Jul 2016 15:25:58 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/BeygelzimerKL16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KaleLP16,
  author    = {Satyen Kale and
               Chansoo Lee and
               D{\'{a}}vid P{\'{a}}l},
  title     = {Hardness of Online Sleeping Combinatorial Optimization Problems},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
               on Neural Information Processing Systems 2016, December 5-10, 2016,
               Barcelona, Spain},
  pages     = {2181--2189},
  year      = {2016},
  crossref  = {DBLP:conf/nips/2016},
  url       = {http://papers.nips.cc/paper/6450-hardness-of-online-sleeping-combinatorial-optimization-problems},
  timestamp = {Fri, 03 Mar 2017 14:59:41 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/KaleLP16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterKK16,
  author    = {Dean P. Foster and
               Satyen Kale and
               Howard J. Karloff},
  title     = {Online Sparse Linear Regression},
  journal   = {CoRR},
  volume    = {abs/1603.02250},
  year      = {2016},
  url       = {http://arxiv.org/abs/1603.02250},
  archivePrefix = {arXiv},
  eprint    = {1603.02250},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/FosterKK16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AminKTT15,
  author    = {Kareem Amin and
               Satyen Kale and
               Gerald Tesauro and
               Deepak S. Turaga},
  title     = {Budgeted Prediction with Expert Advice},
  booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
               January 25-30, 2015, Austin, Texas, {USA.}},
  pages     = {2490--2496},
  year      = {2015},
  crossref  = {DBLP:conf/aaai/2015},
  url       = {http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9847},
  timestamp = {Sun, 12 Apr 2015 12:16:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/AminKTT15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerKL15,
  author    = {Alina Beygelzimer and
               Satyen Kale and
               Haipeng Luo},
  title     = {Optimal and Adaptive Algorithms for Online Boosting},
  booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
               {ICML} 2015, Lille, France, 6-11 July 2015},
  pages     = {2323--2331},
  year      = {2015},
  crossref  = {DBLP:conf/icml/2015},
  url       = {http://jmlr.org/proceedings/papers/v37/beygelzimer15.html},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/BeygelzimerKL15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeygelzimerHKL15,
  author    = {Alina Beygelzimer and
               Elad Hazan and
               Satyen Kale and
               Haipeng Luo},
  title     = {Online Gradient Boosting},
  booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
               on Neural Information Processing Systems 2015, December 7-12, 2015,
               Montreal, Quebec, Canada},
  pages     = {2458--2466},
  year      = {2015},
  crossref  = {DBLP:conf/nips/2015},
  url       = {http://papers.nips.cc/paper/5725-online-gradient-boosting},
  timestamp = {Fri, 08 Apr 2016 19:32:52 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/BeygelzimerHKL15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2015,
  editor    = {Peter Gr{\"{u}}nwald and
               Elad Hazan and
               Satyen Kale},
  title     = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
               Paris, France, July 3-6, 2015},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {40},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://jmlr.org/proceedings/papers/v40/},
  timestamp = {Tue, 12 Jul 2016 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerKL15,
  author    = {Alina Beygelzimer and
               Satyen Kale and
               Haipeng Luo},
  title     = {Optimal and Adaptive Algorithms for Online Boosting},
  journal   = {CoRR},
  volume    = {abs/1502.02651},
  year      = {2015},
  url       = {http://arxiv.org/abs/1502.02651},
  archivePrefix = {arXiv},
  eprint    = {1502.02651},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/BeygelzimerKL15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerHKL15,
  author    = {Alina Beygelzimer and
               Elad Hazan and
               Satyen Kale and
               Haipeng Luo},
  title     = {Online Gradient Boosting},
  journal   = {CoRR},
  volume    = {abs/1506.04820},
  year      = {2015},
  url       = {http://arxiv.org/abs/1506.04820},
  archivePrefix = {arXiv},
  eprint    = {1506.04820},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/BeygelzimerHKL15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaleLP15,
  author    = {Satyen Kale and
               Chansoo Lee and
               D{\'{a}}vid P{\'{a}}l},
  title     = {Hardness of Online Sleeping Combinatorial Optimization Problems},
  journal   = {CoRR},
  volume    = {abs/1509.03600},
  year      = {2015},
  url       = {http://arxiv.org/abs/1509.03600},
  archivePrefix = {arXiv},
  eprint    = {1509.03600},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KaleLP15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK14,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Beyond the regret minimization barrier: optimal algorithms for stochastic
               strongly-convex optimization},
  journal   = {Journal of Machine Learning Research},
  volume    = {15},
  number    = {1},
  pages     = {2489--2512},
  year      = {2014},
  url       = {http://dl.acm.org/citation.cfm?id=2670328},
  timestamp = {Sun, 05 Oct 2014 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanK14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kale14,
  author    = {Satyen Kale},
  title     = {Multiarmed Bandits With Limited Expert Advice},
  booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
               Barcelona, Spain, June 13-15, 2014},
  pages     = {107--122},
  year      = {2014},
  crossref  = {DBLP:conf/colt/2014},
  url       = {http://jmlr.org/proceedings/papers/v35/kale14a.html},
  timestamp = {Tue, 12 Jul 2016 21:51:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/Kale14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kale14a,
  author    = {Satyen Kale},
  title     = {Open Problem: Efficient Online Sparse Regression},
  booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
               Barcelona, Spain, June 13-15, 2014},
  pages     = {1299--1301},
  year      = {2014},
  crossref  = {DBLP:conf/colt/2014},
  url       = {http://jmlr.org/proceedings/papers/v35/kale14b.html},
  timestamp = {Tue, 12 Jul 2016 21:51:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/Kale14a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalHKLLS14,
  author    = {Alekh Agarwal and
               Daniel J. Hsu and
               Satyen Kale and
               John Langford and
               Lihong Li and
               Robert E. Schapire},
  title     = {Taming the Monster: {A} Fast and Simple Algorithm for Contextual Bandits},
  booktitle = {Proceedings of the 31th International Conference on Machine Learning,
               {ICML} 2014, Beijing, China, 21-26 June 2014},
  pages     = {1638--1646},
  year      = {2014},
  crossref  = {DBLP:conf/icml/2014},
  url       = {http://jmlr.org/proceedings/papers/v32/agarwalb14.html},
  timestamp = {Sat, 06 Jan 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AgarwalHKLLS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalHKLLS14,
  author    = {Alekh Agarwal and
               Daniel J. Hsu and
               Satyen Kale and
               John Langford and
               Lihong Li and
               Robert E. Schapire},
  title     = {Taming the Monster: {A} Fast and Simple Algorithm for Contextual Bandits},
  journal   = {CoRR},
  volume    = {abs/1402.0555},
  year      = {2014},
  url       = {http://arxiv.org/abs/1402.0555},
  archivePrefix = {arXiv},
  eprint    = {1402.0555},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/AgarwalHKLLS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/KalePS13,
  author    = {Satyen Kale and
               Yuval Peres and
               C. Seshadhri},
  title     = {Noise Tolerance of Expanders and Sublinear Expansion Reconstruction},
  journal   = {{SIAM} J. Comput.},
  volume    = {42},
  number    = {1},
  pages     = {305--323},
  year      = {2013},
  url       = {https://doi.org/10.1137/110837863},
  doi       = {10.1137/110837863},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/siamcomp/KalePS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/GuptaKNSS13,
  author    = {Anupam Gupta and
               Satyen Kale and
               Viswanath Nagarajan and
               Rishi Saket and
               Baruch Schieber},
  title     = {The Approximability of the Binary Paintshop Problem},
  booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
               and Techniques - 16th International Workshop, {APPROX} 2013, and 17th
               International Workshop, {RANDOM} 2013, Berkeley, CA, USA, August 21-23,
               2013. Proceedings},
  pages     = {205--217},
  year      = {2013},
  crossref  = {DBLP:conf/approx/2013},
  url       = {https://doi.org/10.1007/978-3-642-40328-6\_15},
  doi       = {10.1007/978-3-642-40328-6\_15},
  timestamp = {Tue, 23 May 2017 01:10:59 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/approx/GuptaKNSS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GhoshKLM13,
  author    = {Arpita Ghosh and
               Satyen Kale and
               Kevin J. Lang and
               Benjamin Moseley},
  title     = {Bargaining for Revenue Shares on Tree Trading Networks},
  booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
               on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages     = {129--135},
  year      = {2013},
  crossref  = {DBLP:conf/ijcai/2013},
  url       = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6767},
  timestamp = {Wed, 20 Jul 2016 15:16:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/GhoshKLM13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AbernethyK13,
  author    = {Jacob D. Abernethy and
               Satyen Kale},
  title     = {Adaptive Market Making via Online Learning},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.},
  pages     = {2058--2066},
  year      = {2013},
  crossref  = {DBLP:conf/nips/2013},
  url       = {http://papers.nips.cc/paper/4910-adaptive-market-making-via-online-learning},
  timestamp = {Tue, 12 Jul 2016 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/AbernethyK13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5822,
  author    = {Arpita Ghosh and
               Satyen Kale and
               Kevin J. Lang and
               Benjamin Moseley},
  title     = {Bargaining for Revenue Shares on Tree Trading Networks},
  journal   = {CoRR},
  volume    = {abs/1304.5822},
  year      = {2013},
  url       = {http://arxiv.org/abs/1304.5822},
  archivePrefix = {arXiv},
  eprint    = {1304.5822},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1304-5822},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Kale13,
  author    = {Satyen Kale},
  title     = {Multiarmed Bandits With Limited Expert Advice},
  journal   = {CoRR},
  volume    = {abs/1306.4653},
  year      = {2013},
  url       = {http://arxiv.org/abs/1306.4653},
  archivePrefix = {arXiv},
  eprint    = {1306.4653},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/Kale13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK12a,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Online submodular minimization},
  journal   = {Journal of Machine Learning Research},
  volume    = {13},
  pages     = {2903--2922},
  year      = {2012},
  url       = {http://dl.acm.org/citation.cfm?id=2503334},
  timestamp = {Mon, 02 Jun 2014 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanK12a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toc/AroraHK12,
  author    = {Sanjeev Arora and
               Elad Hazan and
               Satyen Kale},
  title     = {The Multiplicative Weights Update Method: a Meta-Algorithm and Applications},
  journal   = {Theory of Computing},
  volume    = {8},
  number    = {1},
  pages     = {121--164},
  year      = {2012},
  url       = {https://doi.org/10.4086/toc.2012.v008a006},
  doi       = {10.4086/toc.2012.v008a006},
  timestamp = {Wed, 17 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/toc/AroraHK12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronKKS12,
  author    = {Haim Avron and
               Satyen Kale and
               Shiva Prasad Kasiviswanathan and
               Vikas Sindhwani},
  title     = {Efficient and Practical Stochastic Subgradient Descent for Nuclear
               Norm Regularization},
  booktitle = {Proceedings of the 29th International Conference on Machine Learning,
               {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  year      = {2012},
  crossref  = {DBLP:conf/icml/2012},
  url       = {http://icml.cc/2012/papers/617.pdf},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AvronKKS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanK12,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Projection-free Online Learning},
  booktitle = {Proceedings of the 29th International Conference on Machine Learning,
               {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  year      = {2012},
  crossref  = {DBLP:conf/icml/2012},
  url       = {http://icml.cc/2012/papers/292.pdf},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/HazanK12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Kale12,
  author    = {Satyen Kale},
  title     = {Commentary on "Online Optimization with Gradual Variations"},
  booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
               25-27, 2012, Edinburgh, Scotland},
  pages     = {6.21--6.24},
  year      = {2012},
  crossref  = {DBLP:conf/colt/2012},
  url       = {http://www.jmlr.org/proceedings/papers/v23/hedayati12/hedayati12.pdf},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/Kale12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalDKLS12,
  author    = {Alekh Agarwal and
               Miroslav Dud{\'{\i}}k and
               Satyen Kale and
               John Langford and
               Robert E. Schapire},
  title     = {Contextual Bandit Learning with Predictable Rewards},
  booktitle = {Proceedings of the Fifteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
               Spain, April 21-23, 2012},
  pages     = {19--26},
  year      = {2012},
  crossref  = {DBLP:conf/aistats/2012},
  url       = {http://jmlr.csail.mit.edu/proceedings/papers/v22/agarwal12.html},
  timestamp = {Tue, 19 Jun 2018 18:30:45 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/AgarwalDKLS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanKS12,
  author    = {Elad Hazan and
               Satyen Kale and
               Shai Shalev{-}Shwartz},
  title     = {Near-Optimal Algorithms for Online Matrix Prediction},
  booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
               25-27, 2012, Edinburgh, Scotland},
  pages     = {38.1--38.13},
  year      = {2012},
  crossref  = {DBLP:conf/colt/2012},
  url       = {http://www.jmlr.org/proceedings/papers/v23/hazan12b/hazan12b.pdf},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanKS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-1334,
  author    = {Alekh Agarwal and
               Miroslav Dud{\'{\i}}k and
               Satyen Kale and
               John Langford and
               Robert E. Schapire},
  title     = {Contextual Bandit Learning with Predictable Rewards},
  journal   = {CoRR},
  volume    = {abs/1202.1334},
  year      = {2012},
  url       = {http://arxiv.org/abs/1202.1334},
  archivePrefix = {arXiv},
  eprint    = {1202.1334},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1202-1334},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0136,
  author    = {Elad Hazan and
               Satyen Kale and
               Shai Shalev{-}Shwartz},
  title     = {Near-Optimal Algorithms for Online Matrix Prediction},
  journal   = {CoRR},
  volume    = {abs/1204.0136},
  year      = {2012},
  url       = {http://arxiv.org/abs/1204.0136},
  archivePrefix = {arXiv},
  eprint    = {1204.0136},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1204-0136},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4657,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Projection-free Online Learning},
  journal   = {CoRR},
  volume    = {abs/1206.4657},
  year      = {2012},
  url       = {http://arxiv.org/abs/1206.4657},
  archivePrefix = {arXiv},
  eprint    = {1206.4657},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1206-4657},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK11,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Better Algorithms for Benign Bandits},
  journal   = {Journal of Machine Learning Research},
  volume    = {12},
  pages     = {1287--1311},
  year      = {2011},
  url       = {http://dl.acm.org/citation.cfm?id=2021042},
  timestamp = {Thu, 01 Dec 2011 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanK11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/KaleS11,
  author    = {Satyen Kale and
               C. Seshadhri},
  title     = {An Expansion Tester for Bounded Degree Graphs},
  journal   = {{SIAM} J. Comput.},
  volume    = {40},
  number    = {3},
  pages     = {709--720},
  year      = {2011},
  url       = {https://doi.org/10.1137/100802980},
  doi       = {10.1137/100802980},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/siamcomp/KaleS11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/KaleS11,
  author    = {Satyen Kale and
               C. Seshadhri},
  title     = {Combinatorial Approximation Algorithms for MaxCut using Random Walks},
  booktitle = {Innovations in Computer Science - {ICS} 2010, Tsinghua University,
               Beijing, China, January 7-9, 2011. Proceedings},
  pages     = {367--388},
  year      = {2011},
  crossref  = {DBLP:conf/innovations/2011},
  url       = {http://conference.itcs.tsinghua.edu.cn/ICS2011/content/papers/20.html},
  timestamp = {Wed, 19 Oct 2011 15:40:50 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/innovations/KaleS11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/KaleKV11,
  author    = {Satyen Kale and
               Ravi Kumar and
               Sergei Vassilvitskii},
  title     = {Cross-Validation and Mean-Square Stability},
  booktitle = {Innovations in Computer Science - {ICS} 2010, Tsinghua University,
               Beijing, China, January 7-9, 2011. Proceedings},
  pages     = {487--495},
  year      = {2011},
  crossref  = {DBLP:conf/innovations/2011},
  url       = {http://conference.itcs.tsinghua.edu.cn/ICS2011/content/papers/31.html},
  timestamp = {Mon, 12 Sep 2016 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/innovations/KaleKV11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK11,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction},
  booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
               Conference on Neural Information Processing Systems 2011. Proceedings
               of a meeting held 12-14 December 2011, Granada, Spain.},
  pages     = {891--899},
  year      = {2011},
  crossref  = {DBLP:conf/nips/2011},
  url       = {http://papers.nips.cc/paper/4245-newtron-an-efficient-bandit-algorithm-for-online-multiclass-prediction},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/HazanK11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/GhoshKM11,
  author    = {Arpita Ghosh and
               Satyen Kale and
               R. Preston McAfee},
  title     = {Who moderates the moderators?: crowdsourcing abuse detection in user-generated
               content},
  booktitle = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
               San Jose, CA, USA, June 5-9, 2011},
  pages     = {167--176},
  year      = {2011},
  crossref  = {DBLP:conf/sigecom/2011},
  url       = {https://doi.org/10.1145/1993574.1993599},
  doi       = {10.1145/1993574.1993599},
  timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sigecom/GhoshKM11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DudikHKKLRZ11,
  author    = {Miroslav Dud{\'{\i}}k and
               Daniel J. Hsu and
               Satyen Kale and
               Nikos Karampatziakis and
               John Langford and
               Lev Reyzin and
               Tong Zhang},
  title     = {Efficient Optimal Learning for Contextual Bandits},
  booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
               in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  pages     = {169--178},
  year      = {2011},
  crossref  = {DBLP:conf/uai/2011},
  url       = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2246\&\#38;proceeding\_id=27},
  timestamp = {Sat, 06 Jan 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/uai/DudikHKKLRZ11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11a,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Beyond the regret minimization barrier: an optimal algorithm for stochastic
               strongly-convex optimization},
  booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
               9-11, 2011, Budapest, Hungary},
  pages     = {421--436},
  year      = {2011},
  crossref  = {DBLP:conf/colt/2011},
  url       = {http://www.jmlr.org/proceedings/papers/v19/hazan11a/hazan11a.pdf},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanK11a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11b,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {A simple multi-armed bandit algorithm with optimal variation-bounded
               regret},
  booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
               9-11, 2011, Budapest, Hungary},
  pages     = {817--820},
  year      = {2011},
  crossref  = {DBLP:conf/colt/2011},
  url       = {http://www.jmlr.org/proceedings/papers/v19/hazan11b/hazan11b.pdf},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HazanK11b},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2369,
  author    = {Miroslav Dud{\'{\i}}k and
               Daniel J. Hsu and
               Satyen Kale and
               Nikos Karampatziakis and
               John Langford and
               Lev Reyzin and
               Tong Zhang},
  title     = {Efficient Optimal Learning for Contextual Bandits},
  journal   = {CoRR},
  volume    = {abs/1106.2369},
  year      = {2011},
  url       = {http://arxiv.org/abs/1106.2369},
  archivePrefix = {arXiv},
  eprint    = {1106.2369},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1106-2369},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanK10,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Extracting certainty from uncertainty: regret bounded by variation
               in costs},
  journal   = {Machine Learning},
  volume    = {80},
  number    = {2-3},
  pages     = {165--188},
  year      = {2010},
  url       = {https://doi.org/10.1007/s10994-010-5175-x},
  doi       = {10.1007/s10994-010-5175-x},
  timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ml/HazanK10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/AroraHK10,
  author    = {Sanjeev Arora and
               Elad Hazan and
               Satyen Kale},
  title     = {O(sqrt(log(n)) Approximation to {SPARSEST} {CUT} in {\~{O}}(n\({}^{\mbox{2}}\))
               Time},
  journal   = {{SIAM} J. Comput.},
  volume    = {39},
  number    = {5},
  pages     = {1748--1771},
  year      = {2010},
  url       = {https://doi.org/10.1137/080731049},
  doi       = {10.1137/080731049},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/siamcomp/AroraHK10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKW10,
  author    = {Elad Hazan and
               Satyen Kale and
               Manfred K. Warmuth},
  title     = {Learning Rotations with Little Regret},
  booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
               June 27-29, 2010},
  pages     = {144--154},
  year      = {2010},
  crossref  = {DBLP:conf/colt/2010},
  url       = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=152},
  timestamp = {Tue, 19 Feb 2013 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/colt/HazanKW10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKW10a,
  author    = {Elad Hazan and
               Satyen Kale and
               Manfred K. Warmuth},
  title     = {On-line Variance Minimization in O(n2) per Trial?},
  booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
               June 27-29, 2010},
  pages     = {314--315},
  year      = {2010},
  crossref  = {DBLP:conf/colt/2010},
  url       = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=322},
  timestamp = {Tue, 19 Feb 2013 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/colt/HazanKW10a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KaleRS10,
  author    = {Satyen Kale and
               Lev Reyzin and
               Robert E. Schapire},
  title     = {Non-Stochastic Bandit Slate Problems},
  booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
               Conference on Neural Information Processing Systems 2010. Proceedings
               of a meeting held 6-9 December 2010, Vancouver, British Columbia,
               Canada.},
  pages     = {1054--1062},
  year      = {2010},
  crossref  = {DBLP:conf/nips/2010},
  url       = {http://papers.nips.cc/paper/3962-non-stochastic-bandit-slate-problems},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/KaleRS10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-3938,
  author    = {Satyen Kale and
               C. Seshadhri},
  title     = {Combinatorial Approximation Algorithms for MaxCut using Random Walks},
  journal   = {CoRR},
  volume    = {abs/1008.3938},
  year      = {2010},
  url       = {http://arxiv.org/abs/1008.3938},
  archivePrefix = {arXiv},
  eprint    = {1008.3938},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1008-3938},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK09,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Beyond Convexity: Online Submodular Minimization},
  booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
               Conference on Neural Information Processing Systems 2009. Proceedings
               of a meeting held 7-10 December 2009, Vancouver, British Columbia,
               Canada.},
  pages     = {700--708},
  year      = {2009},
  crossref  = {DBLP:conf/nips/2009},
  url       = {http://papers.nips.cc/paper/3871-beyond-convexity-online-submodular-minimization},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/HazanK09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK09a,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {On Stochastic and Worst-case Models for Investing},
  booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
               Conference on Neural Information Processing Systems 2009. Proceedings
               of a meeting held 7-10 December 2009, Vancouver, British Columbia,
               Canada.},
  pages     = {709--717},
  year      = {2009},
  crossref  = {DBLP:conf/nips/2009},
  url       = {http://papers.nips.cc/paper/3795-on-stochastic-and-worst-case-models-for-investing},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/HazanK09a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/HazanK09,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Better algorithms for benign bandits},
  booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
               Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
  pages     = {38--47},
  year      = {2009},
  crossref  = {DBLP:conf/soda/2009},
  url       = {http://dl.acm.org/citation.cfm?id=1496770.1496775},
  timestamp = {Wed, 24 May 2017 08:31:21 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/soda/HazanK09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BarakHK09,
  author    = {Boaz Barak and
               Moritz Hardt and
               Satyen Kale},
  title     = {The uniform hardcore lemma via approximate Bregman projections},
  booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
               Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
  pages     = {1193--1200},
  year      = {2009},
  crossref  = {DBLP:conf/soda/2009},
  url       = {http://dl.acm.org/citation.cfm?id=1496770.1496899},
  timestamp = {Wed, 24 May 2017 08:31:21 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/soda/BarakHK09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanK08,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Extracting Certainty from Uncertainty: Regret Bounded by Variation
               in Costs},
  booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
               Finland, July 9-12, 2008},
  pages     = {57--68},
  year      = {2008},
  crossref  = {DBLP:conf/colt/2008},
  url       = {http://colt2008.cs.helsinki.fi/papers/46-Hazan.pdf},
  timestamp = {Fri, 19 Apr 2013 15:14:27 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/HazanK08},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/KalePS08,
  author    = {Satyen Kale and
               Yuval Peres and
               C. Seshadhri},
  title     = {Noise Tolerance of Expanders and Sublinear Expander Reconstruction},
  booktitle = {49th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
               2008, October 25-28, 2008, Philadelphia, PA, {USA}},
  pages     = {719--728},
  year      = {2008},
  crossref  = {DBLP:conf/focs/2008},
  url       = {https://doi.org/10.1109/FOCS.2008.65},
  doi       = {10.1109/FOCS.2008.65},
  timestamp = {Fri, 19 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/focs/KalePS08},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/KaleS08,
  author    = {Satyen Kale and
               C. Seshadhri},
  title     = {An Expansion Tester for Bounded Degree Graphs},
  booktitle = {Automata, Languages and Programming, 35th International Colloquium,
               {ICALP} 2008, Reykjavik, Iceland, July 7-11, 2008, Proceedings, Part
               {I:} Tack {A:} Algorithms, Automata, Complexity, and Games},
  pages     = {527--538},
  year      = {2008},
  crossref  = {DBLP:conf/icalp/2008-1},
  url       = {https://doi.org/10.1007/978-3-540-70575-8\_43},
  doi       = {10.1007/978-3-540-70575-8\_43},
  timestamp = {Tue, 13 Jun 2017 10:37:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalp/KaleS08},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/RanadeMK07,
  author    = {Abhiram G. Ranade and
               Srikanth S. Mahabalarao and
               Satyen Kale},
  title     = {A variation on {SVD} based image compression},
  journal   = {Image Vision Comput.},
  volume    = {25},
  number    = {6},
  pages     = {771--777},
  year      = {2007},
  url       = {https://doi.org/10.1016/j.imavis.2006.07.004},
  doi       = {10.1016/j.imavis.2006.07.004},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ivc/RanadeMK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanAK07,
  author    = {Elad Hazan and
               Amit Agarwal and
               Satyen Kale},
  title     = {Logarithmic regret algorithms for online convex optimization},
  journal   = {Machine Learning},
  volume    = {69},
  number    = {2-3},
  pages     = {169--192},
  year      = {2007},
  url       = {https://doi.org/10.1007/s10994-007-5016-8},
  doi       = {10.1007/s10994-007-5016-8},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ml/HazanAK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK07,
  author    = {Elad Hazan and
               Satyen Kale},
  title     = {Computational Equivalence of Fixed Points and No Regret Algorithms,
               and Convergence to Equilibria},
  booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
               of the Twenty-First Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages     = {625--632},
  year      = {2007},
  crossref  = {DBLP:conf/nips/2007},
  url       = {http://papers.nips.cc/paper/3249-computational-equivalence-of-fixed-points-and-no-regret-algorithms-and-convergence-to-equilibria},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/HazanK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/BarakCDKMT07,
  author    = {Boaz Barak and
               Kamalika Chaudhuri and
               Cynthia Dwork and
               Satyen Kale and
               Frank McSherry and
               Kunal Talwar},
  title     = {Privacy, accuracy, and consistency too: a holistic solution to contingency
               table release},
  booktitle = {Proceedings of the Twenty-Sixth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
               on Principles of Database Systems, June 11-13, 2007, Beijing, China},
  pages     = {273--282},
  year      = {2007},
  crossref  = {DBLP:conf/pods/2007},
  url       = {https://doi.org/10.1145/1265530.1265569},
  doi       = {10.1145/1265530.1265569},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pods/BarakCDKMT07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/JayramKV07,
  author    = {T. S. Jayram and
               Satyen Kale and
               Erik Vee},
  title     = {Efficient aggregation algorithms for probabilistic data},
  booktitle = {Proceedings of the Eighteenth Annual {ACM-SIAM} Symposium on Discrete
               Algorithms, {SODA} 2007, New Orleans, Louisiana, USA, January 7-9,
               2007},
  pages     = {346--355},
  year      = {2007},
  crossref  = {DBLP:conf/soda/2007},
  url       = {http://dl.acm.org/citation.cfm?id=1283383.1283420},
  timestamp = {Fri, 07 Dec 2012 17:02:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/soda/JayramKV07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/AroraK07,
  author    = {Sanjeev Arora and
               Satyen Kale},
  title     = {A combinatorial, primal-dual approach to semidefinite programs},
  booktitle = {Proceedings of the 39th Annual {ACM} Symposium on Theory of Computing,
               San Diego, California, USA, June 11-13, 2007},
  pages     = {227--236},
  year      = {2007},
  crossref  = {DBLP:conf/stoc/2007},
  url       = {https://doi.org/10.1145/1250790.1250823},
  doi       = {10.1145/1250790.1250823},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/stoc/AroraK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/KaleS07,
  author    = {Satyen Kale and
               C. Seshadhri},
  title     = {Testing Expansion in Bounded Degree Graphs},
  journal   = {Electronic Colloquium on Computational Complexity {(ECCC)}},
  volume    = {14},
  number    = {076},
  year      = {2007},
  url       = {http://eccc.hpi-web.de/eccc-reports/2007/TR07-076/index.html},
  timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/eccc/KaleS07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/Kale07,
  author    = {Satyen Kale},
  title     = {Boosting and hard-core set constructions: a simplified approach},
  journal   = {Electronic Colloquium on Computational Complexity {(ECCC)}},
  volume    = {14},
  number    = {131},
  year      = {2007},
  url       = {http://eccc.hpi-web.de/eccc-reports/2007/TR07-131/index.html},
  timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/eccc/Kale07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/AroraHK06,
  author    = {Sanjeev Arora and
               Elad Hazan and
               Satyen Kale},
  title     = {A Fast Random Sampling Algorithm for Sparsifying Matrices},
  booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
               and Techniques, 9th International Workshop on Approximation Algorithms
               for Combinatorial Optimization Problems, {APPROX} 2006 and 10th International
               Workshop on Randomization and Computation, {RANDOM} 2006, Barcelona,
               Spain, August 28-30 2006, Proceedings},
  pages     = {272--279},
  year      = {2006},
  crossref  = {DBLP:conf/approx/2006},
  url       = {https://doi.org/10.1007/11830924\_26},
  doi       = {10.1007/11830924\_26},
  timestamp = {Fri, 02 Jun 2017 13:01:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/approx/AroraHK06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKKA06,
  author    = {Elad Hazan and
               Adam Kalai and
               Satyen Kale and
               Amit Agarwal},
  title     = {Logarithmic Regret Algorithms for Online Convex Optimization},
  booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
               2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
  pages     = {499--513},
  year      = {2006},
  crossref  = {DBLP:conf/colt/2006},
  url       = {https://doi.org/10.1007/11776420\_37},
  doi       = {10.1007/11776420\_37},
  timestamp = {Fri, 02 Jun 2017 13:01:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/HazanKKA06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalHKS06,
  author    = {Amit Agarwal and
               Elad Hazan and
               Satyen Kale and
               Robert E. Schapire},
  title     = {Algorithms for portfolio management based on the Newton method},
  booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
               {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  pages     = {9--16},
  year      = {2006},
  crossref  = {DBLP:conf/icml/2006},
  url       = {https://doi.org/10.1145/1143844.1143846},
  doi       = {10.1145/1143844.1143846},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/AgarwalHKS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AroraHK05,
  author    = {Sanjeev Arora and
               Elad Hazan and
               Satyen Kale},
  title     = {Fast Algorithms for Approximate Semide.nite Programming using the
               Multiplicative Weights Update Method},
  booktitle = {46th Annual {IEEE} Symposium on Foundations of Computer Science {(FOCS}
               2005), 23-25 October 2005, Pittsburgh, PA, USA, Proceedings},
  pages     = {339--348},
  year      = {2005},
  crossref  = {DBLP:conf/focs/2005},
  url       = {https://doi.org/10.1109/SFCS.2005.35},
  doi       = {10.1109/SFCS.2005.35},
  timestamp = {Fri, 19 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/focs/AroraHK05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcsw/KaleHCS05,
  author    = {Satyen Kale and
               Elad Hazan and
               Fengyun Cao and
               Jaswinder Pal Singh},
  title     = {Analysis and Algorithms for Content-Based Event Matching},
  booktitle = {25th International Conference on Distributed Computing Systems Workshops
               {(ICDCS} 2005 Workshops), 6-10 June 2005, Columbus, OH, {USA}},
  pages     = {363--369},
  year      = {2005},
  crossref  = {DBLP:conf/icdcsw/2005},
  url       = {https://doi.org/10.1109/ICDCSW.2005.40},
  doi       = {10.1109/ICDCSW.2005.40},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdcsw/KaleHCS05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AroraHK04,
  author    = {Sanjeev Arora and
               Elad Hazan and
               Satyen Kale},
  title     = {0(sqrt (log n)) Approximation to {SPARSEST} {CUT} in {\~{O}}(n\({}^{\mbox{2}}\))
               Time},
  booktitle = {45th Symposium on Foundations of Computer Science {(FOCS} 2004), 17-19
               October 2004, Rome, Italy, Proceedings},
  pages     = {238--247},
  year      = {2004},
  crossref  = {DBLP:conf/focs/2004},
  url       = {https://doi.org/10.1109/FOCS.2004.1},
  doi       = {10.1109/FOCS.2004.1},
  timestamp = {Fri, 19 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/focs/AroraHK04},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2018,
  editor    = {S{\'{e}}bastien Bubeck and
               Vianney Perchet and
               Philippe Rigollet},
  title     = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
               July 2018},
  series    = {Proceedings of Machine Learning Research},
  volume    = {75},
  publisher = {{PMLR}},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v75/},
  timestamp = {Sun, 15 Jul 2018 18:35:23 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
  editor    = {Jennifer G. Dy and
               Andreas Krause},
  title     = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {80},
  publisher = {JMLR.org},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v80/},
  timestamp = {Fri, 13 Jul 2018 14:57:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2018,
  editor    = {Samy Bengio and
               Hanna M. Wallach and
               Hugo Larochelle and
               Kristen Grauman and
               Nicol{\`{o}} Cesa{-}Bianchi and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  year      = {2018},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-31-2018},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2017,
  editor    = {Satyen Kale and
               Ohad Shamir},
  title     = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
               Amsterdam, The Netherlands, 7-10 July 2017},
  series    = {Proceedings of Machine Learning Research},
  volume    = {65},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://jmlr.org/proceedings/papers/v65/},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2017,
  editor    = {Doina Precup and
               Yee Whye Teh},
  title     = {Proceedings of the 34th International Conference on Machine Learning,
               {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series    = {Proceedings of Machine Learning Research},
  volume    = {70},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://jmlr.org/proceedings/papers/v70/},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2017,
  editor    = {Isabelle Guyon and
               Ulrike von Luxburg and
               Samy Bengio and
               Hanna M. Wallach and
               Rob Fergus and
               S. V. N. Vishwanathan and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 30: Annual Conference
               on Neural Information Processing Systems 2017, 4-9 December 2017,
               Long Beach, CA, {USA}},
  year      = {2017},
  timestamp = {Mon, 27 Nov 2017 12:38:16 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2016,
  editor    = {Vitaly Feldman and
               Alexander Rakhlin and
               Ohad Shamir},
  title     = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
               New York, USA, June 23-26, 2016},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {49},
  publisher = {JMLR.org},
  year      = {2016},
  url       = {http://jmlr.org/proceedings/papers/v49/},
  timestamp = {Wed, 13 Jul 2016 17:28:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icalp/2016,
  editor    = {Ioannis Chatzigiannakis and
               Michael Mitzenmacher and
               Yuval Rabani and
               Davide Sangiorgi},
  title     = {43rd International Colloquium on Automata, Languages, and Programming,
               {ICALP} 2016, July 11-15, 2016, Rome, Italy},
  series    = {LIPIcs},
  volume    = {55},
  publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik},
  year      = {2016},
  url       = {http://www.dagstuhl.de/dagpub/978-3-95977-013-2},
  isbn      = {978-3-95977-013-2},
  timestamp = {Tue, 30 Aug 2016 15:33:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalp/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2016,
  editor    = {Subbarao Kambhampati},
  title     = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
               2016},
  publisher = {{IJCAI/AAAI} Press},
  year      = {2016},
  url       = {http://www.ijcai.org/Proceedings/2016},
  isbn      = {978-1-57735-770-4},
  timestamp = {Fri, 15 Jul 2016 15:25:58 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016,
  editor    = {Daniel D. Lee and
               Masashi Sugiyama and
               Ulrike von Luxburg and
               Isabelle Guyon and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 29: Annual Conference
               on Neural Information Processing Systems 2016, December 5-10, 2016,
               Barcelona, Spain},
  year      = {2016},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-29-2016},
  timestamp = {Fri, 03 Mar 2017 14:59:41 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2015,
  editor    = {Blai Bonet and
               Sven Koenig},
  title     = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
               January 25-30, 2015, Austin, Texas, {USA}},
  publisher = {{AAAI} Press},
  year      = {2015},
  url       = {http://www.aaai.org/Library/AAAI/aaai15contents.php},
  isbn      = {978-1-57735-698-1},
  timestamp = {Sun, 12 Apr 2015 12:16:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2015,
  editor    = {Francis R. Bach and
               David M. Blei},
  title     = {Proceedings of the 32nd International Conference on Machine Learning,
               {ICML} 2015, Lille, France, 6-11 July 2015},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {37},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://jmlr.org/proceedings/papers/v37/},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
  editor    = {Corinna Cortes and
               Neil D. Lawrence and
               Daniel D. Lee and
               Masashi Sugiyama and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 28: Annual Conference
               on Neural Information Processing Systems 2015, December 7-12, 2015,
               Montreal, Quebec, Canada},
  year      = {2015},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-28-2015},
  timestamp = {Fri, 08 Apr 2016 19:32:52 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2014,
  editor    = {Maria{-}Florina Balcan and
               Vitaly Feldman and
               Csaba Szepesv{\'{a}}ri},
  title     = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
               Barcelona, Spain, June 13-15, 2014},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {35},
  publisher = {JMLR.org},
  year      = {2014},
  url       = {http://jmlr.org/proceedings/papers/v35/},
  timestamp = {Tue, 12 Jul 2016 21:51:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2014,
  title     = {Proceedings of the 31th International Conference on Machine Learning,
               {ICML} 2014, Beijing, China, 21-26 June 2014},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {32},
  publisher = {JMLR.org},
  year      = {2014},
  url       = {http://jmlr.org/proceedings/papers/v32/},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/approx/2013,
  editor    = {Prasad Raghavendra and
               Sofya Raskhodnikova and
               Klaus Jansen and
               Jos{\'{e}} D. P. Rolim},
  title     = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
               and Techniques - 16th International Workshop, {APPROX} 2013, and 17th
               International Workshop, {RANDOM} 2013, Berkeley, CA, USA, August 21-23,
               2013. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8096},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-40328-6},
  doi       = {10.1007/978-3-642-40328-6},
  isbn      = {978-3-642-40327-9},
  timestamp = {Tue, 23 May 2017 01:10:59 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/approx/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2013,
  editor    = {Francesca Rossi},
  title     = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
               on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  publisher = {{IJCAI/AAAI}},
  year      = {2013},
  url       = {http://ijcai.org/proceedings/2013},
  isbn      = {978-1-57735-633-2},
  timestamp = {Wed, 20 Jul 2016 15:16:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2013,
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  year      = {2013},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-26-2013},
  timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2012,
  title     = {Proceedings of the 29th International Conference on Machine Learning,
               {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher = {icml.cc / Omnipress},
  year      = {2012},
  timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2012,
  editor    = {Shie Mannor and
               Nathan Srebro and
               Robert C. Williamson},
  title     = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
               25-27, 2012, Edinburgh, Scotland},
  series    = {{JMLR} Proceedings},
  volume    = {23},
  publisher = {JMLR.org},
  year      = {2012},
  url       = {http://jmlr.org/proceedings/papers/v23/},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2012,
  editor    = {Neil D. Lawrence and
               Mark A. Girolami},
  title     = {Proceedings of the Fifteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
               Spain, April 21-23, 2012},
  series    = {{JMLR} Proceedings},
  volume    = {22},
  publisher = {JMLR.org},
  year      = {2012},
  url       = {http://jmlr.org/proceedings/papers/v22/},
  timestamp = {Tue, 19 Jun 2018 18:30:45 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/innovations/2011,
  editor    = {Bernard Chazelle},
  title     = {Innovations in Computer Science - {ICS} 2010, Tsinghua University,
               Beijing, China, January 7-9, 2011. Proceedings},
  publisher = {Tsinghua University Press},
  year      = {2011},
  isbn      = {978-7-302-24517-9},
  timestamp = {Wed, 19 Oct 2011 15:40:50 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/innovations/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2011,
  editor    = {John Shawe{-}Taylor and
               Richard S. Zemel and
               Peter L. Bartlett and
               Fernando C. N. Pereira and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 24: 25th Annual
               Conference on Neural Information Processing Systems 2011. Proceedings
               of a meeting held 12-14 December 2011, Granada, Spain},
  year      = {2011},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-24-2011},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigecom/2011,
  editor    = {Yoav Shoham and
               Yan Chen and
               Tim Roughgarden},
  title     = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
               San Jose, CA, USA, June 5-9, 2011},
  publisher = {{ACM}},
  year      = {2011},
  url       = {https://doi.org/10.1145/1993574},
  doi       = {10.1145/1993574},
  isbn      = {978-1-4503-0261-6},
  timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sigecom/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2011,
  editor    = {F{\'{a}}bio Gagliardi Cozman and
               Avi Pfeffer},
  title     = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
               in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  publisher = {{AUAI} Press},
  year      = {2011},
  url       = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&smnu=1\&proceeding\_id=27},
  isbn      = {978-0-9749039-7-2},
  timestamp = {Wed, 06 May 2015 15:02:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/uai/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2011,
  editor    = {Sham M. Kakade and
               Ulrike von Luxburg},
  title     = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
               9-11, 2011, Budapest, Hungary},
  series    = {{JMLR} Proceedings},
  volume    = {19},
  publisher = {JMLR.org},
  year      = {2011},
  url       = {http://jmlr.org/proceedings/papers/v19/},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2010,
  editor    = {Adam Tauman Kalai and
               Mehryar Mohri},
  title     = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
               June 27-29, 2010},
  publisher = {Omnipress},
  year      = {2010},
  isbn      = {978-0-9822529-2-5},
  timestamp = {Thu, 03 Feb 2011 13:54:56 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2010,
  editor    = {John D. Lafferty and
               Christopher K. I. Williams and
               John Shawe{-}Taylor and
               Richard S. Zemel and
               Aron Culotta},
  title     = {Advances in Neural Information Processing Systems 23: 24th Annual
               Conference on Neural Information Processing Systems 2010. Proceedings
               of a meeting held 6-9 December 2010, Vancouver, British Columbia,
               Canada},
  publisher = {Curran Associates, Inc.},
  year      = {2010},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-23-2010},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2009,
  editor    = {Yoshua Bengio and
               Dale Schuurmans and
               John D. Lafferty and
               Christopher K. I. Williams and
               Aron Culotta},
  title     = {Advances in Neural Information Processing Systems 22: 23rd Annual
               Conference on Neural Information Processing Systems 2009. Proceedings
               of a meeting held 7-10 December 2009, Vancouver, British Columbia,
               Canada},
  publisher = {Curran Associates, Inc.},
  year      = {2009},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-22-2009},
  isbn      = {9781615679119},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/soda/2009,
  editor    = {Claire Mathieu},
  title     = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
               Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
  publisher = {{SIAM}},
  year      = {2009},
  url       = {https://doi.org/10.1137/1.9781611973068},
  doi       = {10.1137/1.9781611973068},
  isbn      = {978-0-89871-680-1},
  timestamp = {Wed, 24 May 2017 08:31:21 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/soda/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2008,
  editor    = {Rocco A. Servedio and
               Tong Zhang},
  title     = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
               Finland, July 9-12, 2008},
  publisher = {Omnipress},
  year      = {2008},
  timestamp = {Fri, 19 Apr 2013 15:14:27 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2008},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2008,
  title     = {49th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
               2008, October 25-28, 2008, Philadelphia, PA, {USA}},
  publisher = {{IEEE} Computer Society},
  year      = {2008},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4690923},
  isbn      = {978-0-7695-3436-7},
  timestamp = {Mon, 15 Dec 2014 18:48:44 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/focs/2008},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icalp/2008-1,
  editor    = {Luca Aceto and
               Ivan Damg{\aa}rd and
               Leslie Ann Goldberg and
               Magn{\'{u}}s M. Halld{\'{o}}rsson and
               Anna Ing{\'{o}}lfsd{\'{o}}ttir and
               Igor Walukiewicz},
  title     = {Automata, Languages and Programming, 35th International Colloquium,
               {ICALP} 2008, Reykjavik, Iceland, July 7-11, 2008, Proceedings, Part
               {I:} Tack {A:} Algorithms, Automata, Complexity, and Games},
  series    = {Lecture Notes in Computer Science},
  volume    = {5125},
  publisher = {Springer},
  year      = {2008},
  url       = {https://doi.org/10.1007/978-3-540-70575-8},
  doi       = {10.1007/978-3-540-70575-8},
  isbn      = {978-3-540-70574-1},
  timestamp = {Tue, 13 Jun 2017 10:37:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icalp/2008-1},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2007,
  editor    = {John C. Platt and
               Daphne Koller and
               Yoram Singer and
               Sam T. Roweis},
  title     = {Advances in Neural Information Processing Systems 20, Proceedings
               of the Twenty-First Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  publisher = {Curran Associates, Inc.},
  year      = {2008},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-20-2007},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pods/2007,
  editor    = {Leonid Libkin},
  title     = {Proceedings of the Twenty-Sixth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
               on Principles of Database Systems, June 11-13, 2007, Beijing, China},
  publisher = {{ACM}},
  year      = {2007},
  url       = {http://dl.acm.org/citation.cfm?id=1265530},
  isbn      = {978-1-59593-685-1},
  timestamp = {Wed, 23 May 2012 16:53:24 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/pods/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/soda/2007,
  editor    = {Nikhil Bansal and
               Kirk Pruhs and
               Clifford Stein},
  title     = {Proceedings of the Eighteenth Annual {ACM-SIAM} Symposium on Discrete
               Algorithms, {SODA} 2007, New Orleans, Louisiana, USA, January 7-9,
               2007},
  publisher = {{SIAM}},
  year      = {2007},
  url       = {http://dl.acm.org/citation.cfm?id=1283383},
  isbn      = {978-0-898716-24-5},
  timestamp = {Fri, 07 Dec 2012 17:02:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/soda/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/stoc/2007,
  editor    = {David S. Johnson and
               Uriel Feige},
  title     = {Proceedings of the 39th Annual {ACM} Symposium on Theory of Computing,
               San Diego, California, USA, June 11-13, 2007},
  publisher = {{ACM}},
  year      = {2007},
  isbn      = {978-1-59593-631-8},
  timestamp = {Wed, 13 Jun 2007 12:33:13 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/stoc/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/approx/2006,
  editor    = {Josep D{\'{\i}}az and
               Klaus Jansen and
               Jos{\'{e}} D. P. Rolim and
               Uri Zwick},
  title     = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
               and Techniques, 9th International Workshop on Approximation Algorithms
               for Combinatorial Optimization Problems, {APPROX} 2006 and 10th International
               Workshop on Randomization and Computation, {RANDOM} 2006, Barcelona,
               Spain, August 28-30 2006, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {4110},
  publisher = {Springer},
  year      = {2006},
  url       = {https://doi.org/10.1007/11830924},
  doi       = {10.1007/11830924},
  isbn      = {3-540-38044-2},
  timestamp = {Fri, 02 Jun 2017 13:01:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/approx/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2006,
  editor    = {G{\'{a}}bor Lugosi and
               Hans Ulrich Simon},
  title     = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
               2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {4005},
  publisher = {Springer},
  year      = {2006},
  url       = {https://doi.org/10.1007/11776420},
  doi       = {10.1007/11776420},
  isbn      = {3-540-35294-5},
  timestamp = {Fri, 02 Jun 2017 13:01:07 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/colt/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2006,
  editor    = {William W. Cohen and
               Andrew Moore},
  title     = {Machine Learning, Proceedings of the Twenty-Third International Conference
               {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series    = {{ACM} International Conference Proceeding Series},
  volume    = {148},
  publisher = {{ACM}},
  year      = {2006},
  isbn      = {1-59593-383-2},
  timestamp = {Mon, 22 Oct 2007 13:47:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2005,
  title     = {46th Annual {IEEE} Symposium on Foundations of Computer Science {(FOCS}
               2005), 23-25 October 2005, Pittsburgh, PA, USA, Proceedings},
  publisher = {{IEEE} Computer Society},
  year      = {2005},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=10244},
  isbn      = {0-7695-2468-0},
  timestamp = {Mon, 15 Dec 2014 18:48:44 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/focs/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdcsw/2005,
  title     = {25th International Conference on Distributed Computing Systems Workshops
               {(ICDCS} 2005 Workshops), 6-10 June 2005, Columbus, OH, {USA}},
  publisher = {{IEEE} Computer Society},
  year      = {2005},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=9817},
  isbn      = {0-7695-2328-5},
  timestamp = {Thu, 11 Dec 2014 17:34:09 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdcsw/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2004,
  title     = {45th Symposium on Foundations of Computer Science {(FOCS} 2004), 17-19
               October 2004, Rome, Italy, Proceedings},
  publisher = {{IEEE} Computer Society},
  year      = {2004},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=9430},
  isbn      = {0-7695-2228-9},
  timestamp = {Mon, 15 Dec 2014 18:48:44 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/focs/2004},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
maintained by Schloss Dagstuhl LZI at University of Trier