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@inproceedings{DBLP:conf/birthday/ArgyriouBMP13,
  author       = {Andreas Argyriou and
                  Luca Baldassarre and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On Sparsity Inducing Regularization Methods for Machine Learning},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {205--216},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_18},
  doi          = {10.1007/978-3-642-41136-6\_18},
  timestamp    = {Mon, 04 Apr 2022 16:00:14 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/ArgyriouBMP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Bottou13,
  author       = {L{\'{e}}on Bottou},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {In Hindsight: Doklady Akademii Nauk SSSR, 181(4), 1968},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {3--5},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_1},
  doi          = {10.1007/978-3-642-41136-6\_1},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Bottou13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Cesa-BianchiS13,
  author       = {Nicol{\`{o}} Cesa{-}Bianchi and
                  Ohad Shamir},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Efficient Transductive Online Learning via Randomized Rounding},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {177--194},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_16},
  doi          = {10.1007/978-3-642-41136-6\_16},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Cesa-BianchiS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Chervonenkis13,
  author       = {Alexey Ya. Chervonenkis},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Early History of Support Vector Machines},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {13--20},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_3},
  doi          = {10.1007/978-3-642-41136-6\_3},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Chervonenkis13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/ChristmannH13,
  author       = {Andreas Christmann and
                  Robert Hable},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On the Consistency of the Bootstrap Approach for Support Vector Machines
                  and Related Kernel-Based Methods},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {231--244},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_20},
  doi          = {10.1007/978-3-642-41136-6\_20},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/ChristmannH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/DevroyeFGW13,
  author       = {Luc Devroye and
                  Paola G. Ferrario and
                  L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
                  Harro Walk},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Strong Universal Consistent Estimate of the Minimum Mean Squared Error},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {143--160},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_14},
  doi          = {10.1007/978-3-642-41136-6\_14},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/DevroyeFGW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/GautierT13,
  author       = {Eric Gautier and
                  Alexandre B. Tsybakov},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Pivotal Estimation in High-Dimensional Regression via Linear Programming},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {195--204},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_17},
  doi          = {10.1007/978-3-642-41136-6\_17},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/GautierT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Gilad-BachrachB13,
  author       = {Ran Gilad{-}Bachrach and
                  Christopher J. C. Burges},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {The Median Hypothesis},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {161--175},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_15},
  doi          = {10.1007/978-3-642-41136-6\_15},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Gilad-BachrachB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Koltchinskii13,
  author       = {Vladimir Koltchinskii},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Sharp Oracle Inequalities in Low Rank Estimation},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {217--230},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_19},
  doi          = {10.1007/978-3-642-41136-6\_19},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Koltchinskii13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/McAllesterA13,
  author       = {David McAllester and
                  Takintayo Akinbiyi},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {PAC-Bayesian Theory},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {95--103},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_10},
  doi          = {10.1007/978-3-642-41136-6\_10},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/McAllesterA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Schapire13,
  author       = {Robert E. Schapire},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Explaining AdaBoost},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {37--52},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_5},
  doi          = {10.1007/978-3-642-41136-6\_5},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Schapire13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/ScholkopfJPS0M13,
  author       = {Bernhard Sch{\"{o}}lkopf and
                  Dominik Janzing and
                  Jonas Peters and
                  Eleni Sgouritsa and
                  Kun Zhang and
                  Joris M. Mooij},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Semi-supervised Learning in Causal and Anticausal Settings},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {129--141},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_13},
  doi          = {10.1007/978-3-642-41136-6\_13},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/birthday/ScholkopfJPS0M13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/SeldinS13,
  author       = {Yevgeny Seldin and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On the Relations and Differences Between Popper Dimension, Exclusion
                  Dimension and VC-Dimension},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {53--57},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_6},
  doi          = {10.1007/978-3-642-41136-6\_6},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/SeldinS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/SnyderMBM13,
  author       = {John C. Snyder and
                  Sebastian Mika and
                  Kieron Burke and
                  Klaus{-}Robert M{\"{u}}ller},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Kernels, Pre-images and Optimization},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {245--259},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_21},
  doi          = {10.1007/978-3-642-41136-6\_21},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/SnyderMBM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Steinwart13,
  author       = {Ingo Steinwart},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Some Remarks on the Statistical Analysis of SVMs and Related Methods},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {25--36},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_4},
  doi          = {10.1007/978-3-642-41136-6\_4},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Steinwart13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/StevensBS13,
  author       = {Mark Stevens and
                  Samy Bengio and
                  Yoram Singer},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Efficient Learning of Sparse Ranking Functions},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {261--271},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_22},
  doi          = {10.1007/978-3-642-41136-6\_22},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/StevensBS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Sugiyama13,
  author       = {Masashi Sugiyama},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Direct Approximation of Divergences Between Probability Distributions},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {273--283},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_23},
  doi          = {10.1007/978-3-642-41136-6\_23},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Sugiyama13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/VapnikC13,
  author       = {Vladimir Naumovich Vapnik and
                  Alexey Ya. Chervonenkis},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On the Uniform Convergence of the Frequencies of Occurrence of Events
                  to Their Probabilities},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {7--12},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_2},
  doi          = {10.1007/978-3-642-41136-6\_2},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/VapnikC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/VillaRP13,
  author       = {Silvia Villa and
                  Lorenzo Rosasco and
                  Tomaso A. Poggio},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On Learnability, Complexity and Stability},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {59--69},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_7},
  doi          = {10.1007/978-3-642-41136-6\_7},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/birthday/VillaRP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Vovk13,
  author       = {Vladimir Vovk},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Kernel Ridge Regression},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {105--116},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_11},
  doi          = {10.1007/978-3-642-41136-6\_11},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Vovk13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Weston13,
  author       = {Jason Weston},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Statistical Learning Theory in Practice},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {81--93},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_9},
  doi          = {10.1007/978-3-642-41136-6\_9},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Weston13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/WidmerKR13,
  author       = {Christian Widmer and
                  Marius Kloft and
                  Gunnar R{\"{a}}tsch},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Multi-task Learning for Computational Biology: Overview and Outlook},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {117--127},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_12},
  doi          = {10.1007/978-3-642-41136-6\_12},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/birthday/WidmerKR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Williamson13,
  author       = {Robert C. Williamson},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Loss Functions},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {71--80},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_8},
  doi          = {10.1007/978-3-642-41136-6\_8},
  timestamp    = {Tue, 08 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/Williamson13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/birthday/2013vapnik,
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6},
  doi          = {10.1007/978-3-642-41136-6},
  isbn         = {978-3-642-41135-9},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/2013vapnik.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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