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@inproceedings{DBLP:journals/jmlr/Abbasi-YadkoriS11,
  author       = {Yasin Abbasi{-}Yadkori and
                  Csaba Szepesv{\'{a}}ri},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Regret Bounds for the Adaptive Control of Linear Quadratic Systems},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {1--26},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/abbasi-yadkori11a/abbasi-yadkori11a.pdf},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Abbasi-YadkoriS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AbernethyBH11,
  author       = {Jacob D. Abernethy and
                  Peter L. Bartlett and
                  Elad Hazan},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Blackwell Approachability and No-Regret Learning are Equivalent},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {27--46},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/abernethy11b/abernethy11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AbernethyBH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AbernethyM11,
  author       = {Jacob D. Abernethy and
                  Shie Mannor},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Does an Efficient Calibrated Forecasting Strategy Exist?},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {809--812},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/abernethy11a/abernethy11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AbernethyM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AcharyaDJOP11,
  author       = {Jayadev Acharya and
                  Hirakendu Das and
                  Ashkan Jafarpour and
                  Alon Orlitsky and
                  Shengjun Pan},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Competitive Closeness Testing},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {47--68},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/acharya11a/acharya11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AcharyaDJOP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalDBL11,
  author       = {Alekh Agarwal and
                  John C. Duchi and
                  Peter L. Bartlett and
                  Cl{\'{e}}ment Levrard},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Oracle inequalities for computationally budgeted model selection},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {69--86},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/agarwal11a/agarwal11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AgarwalDBL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AminKS11,
  author       = {Kareem Amin and
                  Michael J. Kearns and
                  Umar Syed},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Bandits, Query Learning, and the Haystack Dimension},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {87--106},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/amin11a/amin11a.pdf},
  timestamp    = {Mon, 22 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AminKS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AudibertBL11,
  author       = {Jean{-}Yves Audibert and
                  S{\'{e}}bastien Bubeck and
                  G{\'{a}}bor Lugosi},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Minimax Policies for Combinatorial Prediction Games},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {107--132},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/audibert11a/audibert11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AudibertBL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BartokPS11,
  author       = {G{\'{a}}bor Bart{\'{o}}k and
                  D{\'{a}}vid P{\'{a}}l and
                  Csaba Szepesv{\'{a}}ri},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {133--154},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/bartok11a/bartok11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BartokPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChaudhuriH11,
  author       = {Kamalika Chaudhuri and
                  Daniel J. Hsu},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Sample Complexity Bounds for Differentially Private Learning},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {155--186},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/chaudhuri11a/chaudhuri11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChaudhuriH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CommingesD11,
  author       = {La{\"{e}}titia Comminges and
                  Arnak S. Dalalyan},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Tight conditions for consistent variable selection in high dimensional
                  nonparametric regression},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {187--206},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/comminges11a/comminges11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CommingesD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DanielySBS11,
  author       = {Amit Daniely and
                  Sivan Sabato and
                  Shai Ben{-}David and
                  Shai Shalev{-}Shwartz},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Multiclass Learnability and the {ERM} principle},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {207--232},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/daniely11a/daniely11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DanielySBS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErvenRW11,
  author       = {Tim van Erven and
                  Mark D. Reid and
                  Robert C. Williamson},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Mixability is Bayes Risk Curvature Relative to Log Loss},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {233--252},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/vanerven11a/vanerven11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ErvenRW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Feldman11,
  author       = {Vitaly Feldman},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Distribution-Independent Evolvability of Linear Threshold Functions},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {253--272},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/feldman11b/feldman11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Feldman11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FeldmanLS11,
  author       = {Vitaly Feldman and
                  Homin K. Lee and
                  Rocco A. Servedio},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Lower Bounds and Hardness Amplification for Learning Shallow Monotone
                  Formulas},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {273--292},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/feldman11a/feldman11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FeldmanLS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FosterRST11,
  author       = {Dean P. Foster and
                  Alexander Rakhlin and
                  Karthik Sridharan and
                  Ambuj Tewari},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Complexity-Based Approach to Calibration with Checking Rules},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {293--314},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/foster11a/foster11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FosterRST11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FoygelS11,
  author       = {Rina Foygel and
                  Nathan Srebro},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Concentration-Based Guarantees for Low-Rank Matrix Reconstruction},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {315--340},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/foygel11a/foygel11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FoygelS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GaoZ11,
  author       = {Wei Gao and
                  Zhi{-}Hua Zhou},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {On the Consistency of Multi-Label Learning},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {341--358},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/gao11a/gao11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GaoZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GarivierC11,
  author       = {Aur{\'{e}}lien Garivier and
                  Olivier Capp{\'{e}}},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {The {KL-UCB} Algorithm for Bounded Stochastic Bandits and Beyond},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {359--376},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/garivier11a/garivier11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GarivierC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Gerchinovitz11,
  author       = {S{\'{e}}bastien Gerchinovitz},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Sparsity Regret Bounds for Individual Sequences in Online Linear Regression},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {377--396},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/gerchinovitz11a/gerchinovitz11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Gerchinovitz11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GrunwaldJWS11,
  author       = {Peter Gr{\"{u}}nwald and
                  John Smith Jones and
                  Jane de Winter and
                  {\'{E}}louise Smith},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Safe Learning: bridging the gap between Bayes, {MDL} and statistical
                  learning theory via empirical convexity},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {397--420},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/grunwald11a/grunwald11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GrunwaldJWS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GrunwaldK11,
  author       = {Peter D. Gr{\"{u}}nwald and
                  Wojciech Kotlowski},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Bounds on Individual Risk for Log-loss Predictors},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {813--816},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/grunwald11b/grunwald11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GrunwaldK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11a,
  author       = {Elad Hazan and
                  Satyen Kale},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  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},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {421--436},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/hazan11a/hazan11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HazanK11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11b,
  author       = {Elad Hazan and
                  Satyen Kale},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  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},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {817--820},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/hazan11b/hazan11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HazanK11b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KakadeL11,
  author       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Preface},
  booktitle    = {{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},
  timestamp    = {Wed, 04 Dec 2013 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KakadeL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KallweitSKS11,
  author       = {Michael Kallweit and
                  Hans Ulrich Simon},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {A Close Look to Margin Complexity and Related Parameters},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {437--456},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/kallweit11a/kallweit11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KallweitSKS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KotlowskiG11,
  author       = {Wojciech Kotlowski and
                  Peter Gr{\"{u}}nwald},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in
                  On-line Density Estimation},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {457--476},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/kotlowski11a/kotlowski11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KotlowskiG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KotlowskiW11,
  author       = {Wojciech Kotlowski and
                  Manfred K. Warmuth},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Minimax Algorithm for Learning Rotations},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {821--824},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/kotlowski11b/kotlowski11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KotlowskiW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiZ11,
  author       = {Ping Li and
                  Cun{-}Hui Zhang},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {A New Algorithm for Compressed Counting with Applications in Shannon
                  Entropy Estimation in Dynamic Data},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {477--496},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/li11a/li11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaillardMS11,
  author       = {Odalric{-}Ambrym Maillard and
                  R{\'{e}}mi Munos and
                  Gilles Stoltz},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler
                  Divergences},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {497--514},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/maillard11a/maillard11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MaillardMS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MannorPS11,
  author       = {Shie Mannor and
                  Vianney Perchet and
                  Gilles Stoltz},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Robust approachability and regret minimization in games with partial
                  monitoring},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {515--536},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/mannor11a/mannor11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MannorPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Michael11,
  author       = {Loizos Michael},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Missing Information Impediments to Learnability},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {825--828},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/michael11a/michael11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Michael11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MukherjeeRS11,
  author       = {Indraneel Mukherjee and
                  Cynthia Rudin and
                  Robert E. Schapire},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {The Rate of Convergence of Adaboost},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {537--558},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/mukherjee11a/mukherjee11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MukherjeeRS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RakhlinST11,
  author       = {Alexander Rakhlin and
                  Karthik Sridharan and
                  Ambuj Tewari},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Online Learning: Beyond Regret},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {559--594},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/rakhlin11a/rakhlin11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RakhlinST11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RigolletT11,
  author       = {Philippe Rigollet and
                  Xin Tong},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Neyman-Pearson classification under a strict constraint},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {595--614},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/rigollet11a/rigollet11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RigolletT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RudinLSKM11,
  author       = {Cynthia Rudin and
                  Benjamin Letham and
                  Ansaf Salleb{-}Aouissi and
                  Eugene Kogan and
                  David Madigan},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Sequential Event Prediction with Association Rules},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {615--634},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/rudin11a/rudin11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RudinLSKM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalmonD11,
  author       = {Joseph Salmon and
                  Arnak S. Dalalyan},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Optimal aggregation of affine estimators},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {635--660},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/salmon11a/salmon11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SalmonD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShamirS11,
  author       = {Ohad Shamir and
                  Shai Shalev{-}Shwartz},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Collaborative Filtering with the Trace Norm: Learning, Bounding, and
                  Transducing},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {661--678},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/shamir11a/shamir11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShamirS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Slivkins11,
  author       = {Aleksandrs Slivkins},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Contextual Bandits with Similarity Information},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {679--702},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/slivkins11a/slivkins11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Slivkins11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Slivkins11a,
  author       = {Aleksandrs Slivkins},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Monotone multi-armed bandit allocations},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {829--834},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/slivkins11b/slivkins11b.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Slivkins11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Steinwart11,
  author       = {Ingo Steinwart},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Adaptive Density Level Set Clustering},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {703--738},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/steinwart11a/steinwart11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Steinwart11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SzitaS11,
  author       = {Istv{\'{a}}n Szita and
                  Csaba Szepesv{\'{a}}ri},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Agnostic {KWIK} learning and efficient approximate reinforcement learning},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {739--772},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/szita11a/szita11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SzitaS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/VainsencherMB11,
  author       = {Daniel Vainsencher and
                  Shie Mannor and
                  Alfred M. Bruckstein},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {The Sample Complexity of Dictionary Learning},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {773--788},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/vainsencher11a/vainsencher11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/VainsencherMB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangHC11a,
  author       = {Liu Yang and
                  Steve Hanneke and
                  Jaime G. Carbonell},
  editor       = {Sham M. Kakade and
                  Ulrike von Luxburg},
  title        = {Identifiability of Priors from Bounded Sample Sizes with Applications
                  to Transfer Learning},
  booktitle    = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
                  9-11, 2011, Budapest, Hungary},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {789--806},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v19/yang11a/yang11a.pdf},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/YangHC11a.bib},
  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://proceedings.mlr.press/v19/},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/2011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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