BibTeX records: Pierre Alquier

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@article{DBLP:journals/ml/CottetA18,
  author    = {Vincent Cottet and
               Pierre Alquier},
  title     = {1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation},
  journal   = {Machine Learning},
  volume    = {107},
  number    = {3},
  pages     = {579--603},
  year      = {2018},
  url       = {https://doi.org/10.1007/s10994-017-5667-z},
  doi       = {10.1007/s10994-017-5667-z},
  timestamp = {Mon, 12 Feb 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/ml/CottetA18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlquierG18,
  author    = {Pierre Alquier and
               Benjamin Guedj},
  title     = {Simpler PAC-Bayesian bounds for hostile data},
  journal   = {Machine Learning},
  volume    = {107},
  number    = {5},
  pages     = {887--902},
  year      = {2018},
  url       = {https://doi.org/10.1007/s10994-017-5690-0},
  doi       = {10.1007/s10994-017-5690-0},
  timestamp = {Fri, 06 Apr 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ml/AlquierG18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlquierMP17,
  author    = {Pierre Alquier and
               The Tien Mai and
               Massimiliano Pontil},
  title     = {Regret Bounds for Lifelong Learning},
  booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
               FL, {USA}},
  pages     = {261--269},
  year      = {2017},
  crossref  = {DBLP:conf/aistats/2017},
  url       = {http://proceedings.mlr.press/v54/alquier17a.html},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/AlquierMP17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlquierR17,
  author    = {Pierre Alquier and
               James Ridgway},
  title     = {Concentration of tempered posteriors and of their variational approximations},
  journal   = {CoRR},
  volume    = {abs/1706.09293},
  year      = {2017},
  url       = {http://arxiv.org/abs/1706.09293},
  archivePrefix = {arXiv},
  eprint    = {1706.09293},
  timestamp = {Mon, 03 Jul 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/AlquierR17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierRC16,
  author    = {Pierre Alquier and
               James Ridgway and
               Nicolas Chopin},
  title     = {On the properties of variational approximations of Gibbs posteriors},
  journal   = {Journal of Machine Learning Research},
  volume    = {17},
  pages     = {239:1--239:41},
  year      = {2016},
  url       = {http://jmlr.org/papers/v17/15-290.html},
  timestamp = {Mon, 31 Jul 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/AlquierRC16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AlquierFEB16,
  author    = {Pierre Alquier and
               Nial Friel and
               Richard G. Everitt and
               Aidan Boland},
  title     = {Noisy Monte Carlo: convergence of Markov chains with approximate transition
               kernels},
  journal   = {Statistics and Computing},
  volume    = {26},
  number    = {1-2},
  pages     = {29--47},
  year      = {2016},
  url       = {https://doi.org/10.1007/s11222-014-9521-x},
  doi       = {10.1007/s11222-014-9521-x},
  timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/sac/AlquierFEB16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlquierMP16,
  author    = {Pierre Alquier and
               The Tien Mai and
               Massimiliano Pontil},
  title     = {Regret Bounds for Lifelong Learning},
  journal   = {CoRR},
  volume    = {abs/1610.08628},
  year      = {2016},
  url       = {http://arxiv.org/abs/1610.08628},
  archivePrefix = {arXiv},
  eprint    = {1610.08628},
  timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/AlquierMP16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RidgwayACL14,
  author    = {James Ridgway and
               Pierre Alquier and
               Nicolas Chopin and
               Feng Liang},
  title     = {PAC-Bayesian {AUC} classification and scoring},
  booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
               on Neural Information Processing Systems 2014, December 8-13 2014,
               Montreal, Quebec, Canada},
  pages     = {658--666},
  year      = {2014},
  crossref  = {DBLP:conf/nips/2014},
  url       = {http://papers.nips.cc/paper/5604-pac-bayesian-auc-classification-and-scoring},
  timestamp = {Wed, 10 Dec 2014 21:34:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/RidgwayACL14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierB13,
  author    = {Pierre Alquier and
               G{\'{e}}rard Biau},
  title     = {Sparse single-index model},
  journal   = {Journal of Machine Learning Research},
  volume    = {14},
  number    = {1},
  pages     = {243--280},
  year      = {2013},
  url       = {http://dl.acm.org/citation.cfm?id=2502589},
  timestamp = {Tue, 03 Dec 2013 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/AlquierB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Alquier13,
  author    = {Pierre Alquier},
  title     = {Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and
               Theoretical Study},
  booktitle = {Algorithmic Learning Theory - 24th International Conference, {ALT}
               2013, Singapore, October 6-9, 2013. Proceedings},
  pages     = {309--323},
  year      = {2013},
  crossref  = {DBLP:conf/alt/2013},
  url       = {https://doi.org/10.1007/978-3-642-40935-6\_22},
  doi       = {10.1007/978-3-642-40935-6\_22},
  timestamp = {Wed, 16 May 2018 06:34:29 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/alt/Alquier13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AlquierL12,
  author    = {Pierre Alquier and
               Xiaoyin Li},
  title     = {Prediction of Quantiles by Statistical Learning and Application to
               {GDP} Forecasting},
  booktitle = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
               France, October 29-31, 2012. Proceedings},
  pages     = {22--36},
  year      = {2012},
  crossref  = {DBLP:conf/dis/2012},
  url       = {https://doi.org/10.1007/978-3-642-33492-4\_5},
  doi       = {10.1007/978-3-642-33492-4\_5},
  timestamp = {Tue, 23 May 2017 01:11:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/dis/AlquierL12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Alquier10,
  author    = {Pierre Alquier},
  title     = {An Algorithm for Iterative Selection of Blocks of Features},
  booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
               2010, Canberra, Australia, October 6-8, 2010. Proceedings},
  pages     = {35--49},
  year      = {2010},
  crossref  = {DBLP:conf/alt/2010},
  url       = {https://doi.org/10.1007/978-3-642-16108-7\_7},
  doi       = {10.1007/978-3-642-16108-7\_7},
  timestamp = {Sat, 16 Sep 2017 12:08:04 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/alt/Alquier10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2017,
  editor    = {Aarti Singh and
               Xiaojin (Jerry) Zhu},
  title     = {Proceedings of the 20th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
               FL, {USA}},
  series    = {Proceedings of Machine Learning Research},
  volume    = {54},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://jmlr.org/proceedings/papers/v54/},
  timestamp = {Wed, 16 Aug 2017 11:08:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2014,
  editor    = {Zoubin Ghahramani and
               Max Welling and
               Corinna Cortes and
               Neil D. Lawrence and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 27: Annual Conference
               on Neural Information Processing Systems 2014, December 8-13 2014,
               Montreal, Quebec, Canada},
  year      = {2014},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-27-2014},
  timestamp = {Wed, 10 Dec 2014 21:34:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2013,
  editor    = {Sanjay Jain and
               R{\'{e}}mi Munos and
               Frank Stephan and
               Thomas Zeugmann},
  title     = {Algorithmic Learning Theory - 24th International Conference, {ALT}
               2013, Singapore, October 6-9, 2013. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8139},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-40935-6},
  doi       = {10.1007/978-3-642-40935-6},
  isbn      = {978-3-642-40934-9},
  timestamp = {Wed, 16 May 2018 06:34:29 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/alt/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2012,
  editor    = {Jean{-}Gabriel Ganascia and
               Philippe Lenca and
               Jean{-}Marc Petit},
  title     = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
               France, October 29-31, 2012. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7569},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-33492-4},
  doi       = {10.1007/978-3-642-33492-4},
  isbn      = {978-3-642-33491-7},
  timestamp = {Tue, 23 May 2017 01:11:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/dis/2012},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2010,
  editor    = {Marcus Hutter and
               Frank Stephan and
               Vladimir Vovk and
               Thomas Zeugmann},
  title     = {Algorithmic Learning Theory, 21st International Conference, {ALT}
               2010, Canberra, Australia, October 6-8, 2010. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {6331},
  publisher = {Springer},
  year      = {2010},
  url       = {https://doi.org/10.1007/978-3-642-16108-7},
  doi       = {10.1007/978-3-642-16108-7},
  isbn      = {978-3-642-16107-0},
  timestamp = {Sat, 16 Sep 2017 12:08:04 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/alt/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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