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@article{DBLP:journals/ml/DevarajanWE15,
  author       = {Karthik Devarajan and
                  Guoli Wang and
                  Nader Ebrahimi},
  title        = {A unified statistical approach to non-negative matrix factorization
                  and probabilistic latent semantic indexing},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {1},
  pages        = {137--163},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5470-z},
  doi          = {10.1007/S10994-014-5470-Z},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/DevarajanWE15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DurrantK15,
  author       = {Robert J. Durrant and
                  Ata Kab{\'{a}}n},
  title        = {Random projections as regularizers: learning a linear discriminant
                  from fewer observations than dimensions},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {257--286},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5466-8},
  doi          = {10.1007/S10994-014-5466-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/DurrantK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Hernandez-Lobato15,
  author       = {Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
                  Daniel Hern{\'{a}}ndez{-}Lobato and
                  Alberto Su{\'{a}}rez},
  title        = {Expectation propagation in linear regression models with spike-and-slab
                  priors},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {3},
  pages        = {437--487},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5475-7},
  doi          = {10.1007/S10994-014-5475-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Hernandez-Lobato15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Ishwaran15,
  author       = {Hemant Ishwaran},
  title        = {The effect of splitting on random forests},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {1},
  pages        = {75--118},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5451-2},
  doi          = {10.1007/S10994-014-5451-2},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/Ishwaran15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KimmigMG15,
  author       = {Angelika Kimmig and
                  Lilyana Mihalkova and
                  Lise Getoor},
  title        = {Lifted graphical models: a survey},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {1},
  pages        = {1--45},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5443-2},
  doi          = {10.1007/S10994-014-5443-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KimmigMG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LeC15,
  author       = {Tam Le and
                  Marco Cuturi},
  title        = {Adaptive Euclidean maps for histograms: generalized Aitchison embeddings},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {169--187},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5446-z},
  doi          = {10.1007/S10994-014-5446-Z},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LeC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LimdAM15,
  author       = {N{\'{e}}h{\'{e}}my Lim and
                  Florence d'Alch{\'{e}}{-}Buc and
                  C{\'{e}}dric Auliac and
                  George Michailidis},
  title        = {Operator-valued kernel-based vector autoregressive models for network
                  inference},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {3},
  pages        = {489--513},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5479-3},
  doi          = {10.1007/S10994-014-5479-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LimdAM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LinLL15,
  author       = {Zhouchen Lin and
                  Risheng Liu and
                  Huan Li},
  title        = {Linearized alternating direction method with parallel splitting and
                  adaptive penalty for separable convex programs in machine learning},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {287--325},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5469-5},
  doi          = {10.1007/S10994-014-5469-5},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LinLL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LoucheR15,
  author       = {Ugo Louche and
                  Liva Ralaivola},
  title        = {Unconfused ultraconservative multiclass algorithms},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {327--351},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-015-5490-3},
  doi          = {10.1007/S10994-015-5490-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LoucheR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/OngBHSW15,
  author       = {Cheng Soon Ong and
                  Wray L. Buntine and
                  Tu Bao Ho and
                  Masashi Sugiyama and
                  Geoffrey I. Webb},
  title        = {Introduction: special issue of selected papers of {ACML} 2013},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {165--167},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-015-5492-1},
  doi          = {10.1007/S10994-015-5492-1},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/OngBHSW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/OrabonaCC15,
  author       = {Francesco Orabona and
                  Koby Crammer and
                  Nicol{\`{o}} Cesa{-}Bianchi},
  title        = {A generalized online mirror descent with applications to classification
                  and regression},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {3},
  pages        = {411--435},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5474-8},
  doi          = {10.1007/S10994-014-5474-8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/OrabonaCC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/PeltonenL15,
  author       = {Jaakko Peltonen and
                  Ziyuan Lin},
  title        = {Information retrieval approach to meta-visualization},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {189--229},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5464-x},
  doi          = {10.1007/S10994-014-5464-X},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PeltonenL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/QianJY0Z15,
  author       = {Qi Qian and
                  Rong Jin and
                  Jinfeng Yi and
                  Lijun Zhang and
                  Shenghuo Zhu},
  title        = {Efficient distance metric learning by adaptive sampling and mini-batch
                  stochastic gradient descent {(SGD)}},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {3},
  pages        = {353--372},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5456-x},
  doi          = {10.1007/S10994-014-5456-X},
  timestamp    = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/QianJY0Z15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/StreichB15,
  author       = {Andreas P. Streich and
                  Joachim M. Buhmann},
  title        = {Asymptotic analysis of estimators on multi-label data},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {3},
  pages        = {373--409},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5457-9},
  doi          = {10.1007/S10994-014-5457-9},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/StreichB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SuR15,
  author       = {Hongyu Su and
                  Juho Rousu},
  title        = {Multilabel classification through random graph ensembles},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {231--256},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5465-9},
  doi          = {10.1007/S10994-014-5465-9},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/SuR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WatanabeI15,
  author       = {Kazuho Watanabe and
                  Shiro Ikeda},
  title        = {Entropic risk minimization for nonparametric estimation of mixing
                  distributions},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {1},
  pages        = {119--136},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5467-7},
  doi          = {10.1007/S10994-014-5467-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WatanabeI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ZliobaiteH15,
  author       = {Indre Zliobaite and
                  Jaakko Hollm{\'{e}}n},
  title        = {Optimizing regression models for data streams with missing values},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {1},
  pages        = {47--73},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5450-3},
  doi          = {10.1007/S10994-014-5450-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ZliobaiteH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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