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@article{DBLP:journals/ml/AbernethyCC10,
  author       = {Jacob D. Abernethy and
                  Olivier Chapelle and
                  Carlos Castillo},
  title        = {Graph regularization methods for Web spam detection},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {2},
  pages        = {207--225},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5171-1},
  doi          = {10.1007/S10994-010-5171-1},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AbernethyCC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Agarwal10,
  author       = {Shivani Agarwal},
  title        = {Learning to rank on graphs},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {333--357},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5185-8},
  doi          = {10.1007/S10994-010-5185-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Agarwal10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AgarwalD10,
  author       = {Arvind Agarwal and
                  Hal Daum{\'{e}} III},
  title        = {A geometric view of conjugate priors},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {99--113},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5203-x},
  doi          = {10.1007/S10994-010-5203-X},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AgarwalD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BalcazarBGS10,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Francesco Bonchi and
                  Aristides Gionis and
                  Mich{\`{e}}le Sebag},
  title        = {Special issue for {ECML} {PKDD} 2010: Guest editors' introduction},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {1--4},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5200-0},
  doi          = {10.1007/S10994-010-5200-0},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BalcazarBGS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BarrenoNJT10,
  author       = {Marco Barreno and
                  Blaine Nelson and
                  Anthony D. Joseph and
                  J. D. Tygar},
  title        = {The security of machine learning},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {2},
  pages        = {121--148},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5188-5},
  doi          = {10.1007/S10994-010-5188-5},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BarrenoNJT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BernsteinS10,
  author       = {Andrey Bernstein and
                  Nahum Shimkin},
  title        = {Adaptive-resolution reinforcement learning with polynomial exploration
                  in deterministic domains},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {359--397},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5186-7},
  doi          = {10.1007/S10994-010-5186-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BernsteinS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DekelSX10,
  author       = {Ofer Dekel and
                  Ohad Shamir and
                  Lin Xiao},
  title        = {Learning to classify with missing and corrupted features},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {2},
  pages        = {149--178},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-009-5124-8},
  doi          = {10.1007/S10994-009-5124-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/DekelSX10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DuBJ10,
  author       = {Lan Du and
                  Wray L. Buntine and
                  Huidong Jin},
  title        = {A segmented topic model based on the two-parameter Poisson-Dirichlet
                  process},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {5--19},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5197-4},
  doi          = {10.1007/S10994-010-5197-4},
  timestamp    = {Fri, 05 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/DuBJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/FerrandizB10,
  author       = {Sylvain Ferrandiz and
                  Marc Boull{\'{e}}},
  title        = {Bayesian instance selection for the nearest neighbor rule},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {229--256},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5170-2},
  doi          = {10.1007/S10994-010-5170-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/FerrandizB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Flach10,
  author       = {Peter A. Flach},
  title        = {The Machine Learning journal: 250 issues and counting},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {227--228},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5219-2},
  doi          = {10.1007/S10994-010-5219-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Flach10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/GirginPA10,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Improving reinforcement learning by using sequence trees},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {283--331},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5182-y},
  doi          = {10.1007/S10994-010-5182-Y},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/GirginPA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LaoC10,
  author       = {Ni Lao and
                  William W. Cohen},
  title        = {Relational retrieval using a combination of path-constrained random
                  walks},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {53--67},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5205-8},
  doi          = {10.1007/S10994-010-5205-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LaoC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LaskovL10,
  author       = {Pavel Laskov and
                  Richard Lippmann},
  title        = {Machine learning in adversarial environments},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {2},
  pages        = {115--119},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5207-6},
  doi          = {10.1007/S10994-010-5207-6},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LaskovL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiuC10,
  author       = {Wei Liu and
                  Sanjay Chawla},
  title        = {Mining adversarial patterns via regularized loss minimization},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {69--83},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5199-2},
  doi          = {10.1007/S10994-010-5199-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LiuC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LuoHDN10,
  author       = {Dijun Luo and
                  Heng Huang and
                  Chris H. Q. Ding and
                  Feiping Nie},
  title        = {On the eigenvectors of \emph{p}-Laplacian},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {37--51},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5201-z},
  doi          = {10.1007/S10994-010-5201-Z},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/LuoHDN10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/NouriL10,
  author       = {Ali Nouri and
                  Michael L. Littman},
  title        = {Dimension reduction and its application to model-based exploration
                  in continuous spaces},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {85--98},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5202-y},
  doi          = {10.1007/S10994-010-5202-Y},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/NouriL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/PartalasTV10,
  author       = {Ioannis Partalas and
                  Grigorios Tsoumakas and
                  Ioannis P. Vlahavas},
  title        = {An ensemble uncertainty aware measure for directed hill climbing ensemble
                  pruning},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {257--282},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5172-0},
  doi          = {10.1007/S10994-010-5172-0},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PartalasTV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SongLSKS10,
  author       = {Yingbo Song and
                  Michael E. Locasto and
                  Angelos Stavrou and
                  Angelos D. Keromytis and
                  Salvatore J. Stolfo},
  title        = {On the infeasibility of modeling polymorphic shellcode - Re-thinking
                  the role of learning in intrusion detection systems},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {2},
  pages        = {179--205},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-009-5143-5},
  doi          = {10.1007/S10994-009-5143-5},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SongLSKS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WestonBU10,
  author       = {Jason Weston and
                  Samy Bengio and
                  Nicolas Usunier},
  title        = {Large scale image annotation: learning to rank with joint word-image
                  embeddings},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {1},
  pages        = {21--35},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5198-3},
  doi          = {10.1007/S10994-010-5198-3},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WestonBU10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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