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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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