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@article{DBLP:journals/ml/CaoGY16,
  author       = {Qiong Cao and
                  Zheng{-}Chu Guo and
                  Yiming Ying},
  title        = {Generalization bounds for metric and similarity learning},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {1},
  pages        = {115--132},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5499-7},
  doi          = {10.1007/S10994-015-5499-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/CaoGY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ConroyEPX16,
  author       = {Bryan Conroy and
                  Larry J. Eshelman and
                  Cristhian Potes and
                  Minnan Xu{-}Wilson},
  title        = {A dynamic ensemble approach to robust classification in the presence
                  of missing data},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {443--463},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5530-z},
  doi          = {10.1007/S10994-015-5530-Z},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ConroyEPX16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DuttaG16,
  author       = {Subhajit Dutta and
                  Anil Kumar Ghosh},
  title        = {On some transformations of high dimension, low sample size data for
                  nearest neighbor classification},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {1},
  pages        = {57--83},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5495-y},
  doi          = {10.1007/S10994-015-5495-Y},
  timestamp    = {Fri, 09 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/DuttaG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DyagilevS16,
  author       = {Kirill Dyagilev and
                  Suchi Saria},
  title        = {Learning (predictive) risk scores in the presence of censoring due
                  to interventions},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {323--348},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5527-7},
  doi          = {10.1007/S10994-015-5527-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/DyagilevS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/EsbroeckSSSK16,
  author       = {Alexander Van Esbroeck and
                  Landon Smith and
                  Zeeshan Syed and
                  Satinder Singh and
                  Zahi N. Karam},
  title        = {Multi-task seizure detection: addressing intra-patient variation in
                  seizure morphologies},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {309--321},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5519-7},
  doi          = {10.1007/S10994-015-5519-7},
  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/EsbroeckSSSK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Grzegorczyk16,
  author       = {Marco Grzegorczyk},
  title        = {A non-homogeneous dynamic Bayesian network with a hidden Markov model
                  dependency structure among the temporal data points},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {2},
  pages        = {155--207},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5503-2},
  doi          = {10.1007/S10994-015-5503-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Grzegorczyk16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KhabsaEIHO16,
  author       = {Madian Khabsa and
                  Ahmed K. Elmagarmid and
                  Ihab F. Ilyas and
                  Hossam Hammady and
                  Mourad Ouzzani},
  title        = {Learning to identify relevant studies for systematic reviews using
                  random forest and external information},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {465--482},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5535-7},
  doi          = {10.1007/S10994-015-5535-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KhabsaEIHO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KnaufMB16,
  author       = {Konstantin Knauf and
                  Daniel Memmert and
                  Ulf Brefeld},
  title        = {Spatio-temporal convolution kernels},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {2},
  pages        = {247--273},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5520-1},
  doi          = {10.1007/S10994-015-5520-1},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KnaufMB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiL016,
  author       = {Lili Li and
                  Jiancheng Lv and
                  Zhang Yi},
  title        = {A non-negative representation learning algorithm for selecting neighbors},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {2},
  pages        = {133--153},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5501-4},
  doi          = {10.1007/S10994-015-5501-4},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LiL016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MatusevichCO16,
  author       = {David Sergio Matusevich and
                  Wellington Cabrera and
                  Carlos Ordonez},
  title        = {Accelerating a Gibbs sampler for variable selection on genomics data
                  with summarization and variable pre-selection combining an array {DBMS}
                  and {R}},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {483--504},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5534-8},
  doi          = {10.1007/S10994-015-5534-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/MatusevichCO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/NeumannGBK16,
  author       = {Marion Neumann and
                  Roman Garnett and
                  Christian Bauckhage and
                  Kristian Kersting},
  title        = {Propagation kernels: efficient graph kernels from propagated information},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {2},
  pages        = {209--245},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5517-9},
  doi          = {10.1007/S10994-015-5517-9},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/NeumannGBK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Pevny16,
  author       = {Tom{\'{a}}s Pevn{\'{y}}},
  title        = {Loda: Lightweight on-line detector of anomalies},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {2},
  pages        = {275--304},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5521-0},
  doi          = {10.1007/S10994-015-5521-0},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/Pevny16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SethE16,
  author       = {Sohan Seth and
                  Manuel J. A. Eugster},
  title        = {Probabilistic archetypal analysis},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {1},
  pages        = {85--113},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5498-8},
  doi          = {10.1007/S10994-015-5498-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/SethE16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Souillard-Mandar16,
  author       = {William Souillard{-}Mandar and
                  Randall Davis and
                  Cynthia Rudin and
                  Rhoda Au and
                  David J. Libon and
                  Rodney Swenson and
                  Catherine C. Price and
                  Melissa Lamar and
                  Dana L. Penney},
  title        = {Learning classification models of cognitive conditions from subtle
                  behaviors in the digital Clock Drawing Test},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {393--441},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5529-5},
  doi          = {10.1007/S10994-015-5529-5},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Souillard-Mandar16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/UstunR16,
  author       = {Berk Ustun and
                  Cynthia Rudin},
  title        = {Supersparse linear integer models for optimized medical scoring systems},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {349--391},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5528-6},
  doi          = {10.1007/S10994-015-5528-6},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/UstunR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WiensW16,
  author       = {Jenna Wiens and
                  Byron C. Wallace},
  title        = {Editorial: special issue on machine learning for health and medicine},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {3},
  pages        = {305--307},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5533-9},
  doi          = {10.1007/S10994-015-5533-9},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WiensW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WigdersonY16,
  author       = {Avi Wigderson and
                  Amir Yehudayoff},
  title        = {Population recovery and partial identification},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {1},
  pages        = {29--56},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5489-9},
  doi          = {10.1007/S10994-015-5489-9},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WigdersonY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Yamazaki16,
  author       = {Keisuke Yamazaki},
  title        = {Asymptotic accuracy of Bayes estimation for latent variables with
                  redundancy},
  journal      = {Mach. Learn.},
  volume       = {102},
  number       = {1},
  pages        = {1--28},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10994-015-5482-3},
  doi          = {10.1007/S10994-015-5482-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Yamazaki16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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