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@article{DBLP:journals/ml/AbdallahG20,
author = {Zahraa S. Abdallah and
Mohamed Medhat Gaber},
title = {Co-eye: a multi-resolution ensemble classifier for symbolically approximated
time series},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2029--2061},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05887-3},
doi = {10.1007/S10994-020-05887-3},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbdallahG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AfrabandpeyPPVK20,
author = {Homayun Afrabandpey and
Tomi Peltola and
Juho Piironen and
Aki Vehtari and
Samuel Kaski},
title = {A decision-theoretic approach for model interpretability in Bayesian
framework},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1855--1876},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05901-8},
doi = {10.1007/S10994-020-05901-8},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AfrabandpeyPPVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AhmedVS20,
author = {Mohamed Osama Ahmed and
Sharan Vaswani and
Mark Schmidt},
title = {Combining Bayesian optimization and Lipschitz optimization},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {79--102},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05833-y},
doi = {10.1007/S10994-019-05833-Y},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AhmedVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AssentDGH20,
author = {Ira Assent and
Carlotta Domeniconi and
Aristides Gionis and
Eyke H{\"{u}}llermeier},
title = {Introduction to the special issue of the {ECML} {PKDD} 2020 journal
track},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1697--1698},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05907-2},
doi = {10.1007/S10994-020-05907-2},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AssentDGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BauvinCRL20,
author = {Baptiste Bauvin and
C{\'{e}}cile Capponi and
Jean{-}Francis Roy and
Fran{\c{c}}ois Laviolette},
title = {Fast greedy \emph{C}-bound minimization with guarantees},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1945--1986},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05902-7},
doi = {10.1007/S10994-020-05902-7},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BauvinCRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BekkerD20,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning from positive and unlabeled data: a survey},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {719--760},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05877-5},
doi = {10.1007/S10994-020-05877-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BekkerD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BenavoliAP20,
author = {Alessio Benavoli and
Dario Azzimonti and
Dario Piga},
title = {Skew Gaussian processes for classification},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1877--1902},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05906-3},
doi = {10.1007/S10994-020-05906-3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BenavoliAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BertsimasP20,
author = {Dimitris Bertsimas and
Bart P. G. Van Parys},
title = {Sparse hierarchical regression with polynomials},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {973--997},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05868-6},
doi = {10.1007/S10994-020-05868-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BertsimasP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BioglioRP20,
author = {Livio Bioglio and
Valentina Rho and
Ruggero G. Pensa},
title = {Ranking by inspiration: a network science approach},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1205--1229},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05828-9},
doi = {10.1007/S10994-019-05828-9},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BioglioRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BougieI20,
author = {Nicolas Bougie and
Ryutaro Ichise},
title = {Skill-based curiosity for intrinsically motivated reinforcement learning},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {493--512},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05845-8},
doi = {10.1007/S10994-019-05845-8},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BougieI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CanoK20,
author = {Alberto Cano and
Bartosz Krawczyk},
title = {Kappa Updated Ensemble for drifting data stream mining},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {175--218},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05840-z},
doi = {10.1007/S10994-019-05840-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CanoK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTM20,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Igor Mozetic},
title = {Evaluating time series forecasting models: an empirical study on performance
estimation methods},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1997--2028},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05910-7},
doi = {10.1007/S10994-020-05910-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChangVMUM20,
author = {Haw{-}Shiuan Chang and
Shankar Vembu and
Sunil Mohan and
Rheeya Uppaal and
Andrew McCallum},
title = {Using error decay prediction to overcome practical issues of deep
active learning for named entity recognition},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1749--1778},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05897-1},
doi = {10.1007/S10994-020-05897-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChangVMUM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Chehreghani20,
author = {Morteza Haghir Chehreghani},
title = {Unsupervised representation learning with Minimax distance measures},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2063--2097},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05886-4},
doi = {10.1007/S10994-020-05886-4},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Chehreghani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChehreghaniC20,
author = {Morteza Haghir Chehreghani and
Mostafa Haghir Chehreghani},
title = {Learning representations from dendrograms},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1779--1802},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05895-3},
doi = {10.1007/S10994-020-05895-3},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChehreghaniC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenTLS20,
author = {Si{-}An Chen and
Voot Tangkaratt and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Active deep Q-learning with demonstration},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1699--1725},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05849-4},
doi = {10.1007/S10994-019-05849-4},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChenTLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ConnamacherPLR20,
author = {Harold S. Connamacher and
Nikil Pancha and
Rui Liu and
Soumya Ray},
title = {Rankboost+: an improvement to Rankboost},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {51--78},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05826-x},
doi = {10.1007/S10994-019-05826-X},
timestamp = {Mon, 08 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ConnamacherPLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperEL20,
author = {Andrew Cropper and
Richard Evans and
Mark Law},
title = {Inductive general game playing},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1393--1434},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05843-w},
doi = {10.1007/S10994-019-05843-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperEL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperMM20,
author = {Andrew Cropper and
Rolf Morel and
Stephen H. Muggleton},
title = {Learning higher-order logic programs},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1289--1322},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05862-7},
doi = {10.1007/S10994-019-05862-7},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CropperT20,
author = {Andrew Cropper and
Sophie Tourret},
title = {Logical reduction of metarules},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1323--1369},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05834-x},
doi = {10.1007/S10994-019-05834-X},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CropperT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DesanaS20,
author = {Mattia Desana and
Christoph Schn{\"{o}}rr},
title = {Sum-product graphical models},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {135--173},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05813-2},
doi = {10.1007/S10994-019-05813-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DesanaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EngelenH20,
author = {Jesper E. van Engelen and
Holger H. Hoos},
title = {A survey on semi-supervised learning},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {373--440},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05855-6},
doi = {10.1007/S10994-019-05855-6},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/EngelenH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Escalante-BW20,
author = {Alberto N. Escalante{-}B. and
Laurenz Wiskott},
title = {Improved graph-based {SFA:} information preservation complements the
slowness principle},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {999--1037},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05860-9},
doi = {10.1007/S10994-019-05860-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Escalante-BW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Flach20,
author = {Peter A. Flach},
title = {Reflections on reciprocity in research},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1281--1285},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05892-6},
doi = {10.1007/S10994-020-05892-6},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Flach20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FurnkranzKP20,
author = {Johannes F{\"{u}}rnkranz and
Tom{\'{a}}s Kliegr and
Heiko Paulheim},
title = {On cognitive preferences and the plausibility of rule-based models},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {853--898},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05856-5},
doi = {10.1007/S10994-019-05856-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/FurnkranzKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GrinbergOK20,
author = {Nastasiya F. Grinberg and
Oghenejokpeme I. Orhobor and
Ross D. King},
title = {An evaluation of machine-learning for predicting phenotype: studies
in yeast, rice, and wheat},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {251--277},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05848-5},
doi = {10.1007/S10994-019-05848-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GrinbergOK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HalbersbergWL20,
author = {Dan Halbersberg and
Maydan Wienreb and
Boaz Lerner},
title = {Joint maximization of accuracy and information for learning the structure
of a Bayesian network classifier},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1039--1099},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05869-5},
doi = {10.1007/S10994-020-05869-5},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HalbersbergWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanKL20,
author = {Sunwoo Han and
Hyunjoong Kim and
Yung{-}Seop Lee},
title = {Double random forest},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1569--1586},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05889-1},
doi = {10.1007/S10994-020-05889-1},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeDZYHL20,
author = {Jia He and
Changying Du and
Fuzhen Zhuang and
Xin Yin and
Qing He and
Guoping Long},
title = {Online Bayesian max-margin subspace learning for multi-view classification
and regression},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {219--249},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05853-8},
doi = {10.1007/S10994-019-05853-8},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HeDZYHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangLWZM20,
author = {Feicheng Huang and
Zhixin Li and
Haiyang Wei and
Canlong Zhang and
Huifang Ma},
title = {Boost image captioning with knowledge reasoning},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2313--2332},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05919-y},
doi = {10.1007/S10994-020-05919-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HuangLWZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/IwataTTU20,
author = {Tomoharu Iwata and
Machiko Toyoda and
Shotaro Tora and
Naonori Ueda},
title = {Anomaly detection with inexact labels},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1617--1633},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05880-w},
doi = {10.1007/S10994-020-05880-W},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IwataTTU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JanischPL20,
author = {Jarom{\'{\i}}r Janisch and
Tom{\'{a}}s Pevn{\'{y}} and
Viliam Lis{\'{y}}},
title = {Classification with costly features as a sequential decision-making
problem},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1587--1615},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05874-8},
doi = {10.1007/S10994-020-05874-8},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JanischPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JungS20,
author = {Jinhong Jung and
Lee Sael},
title = {Fast and accurate pseudoinverse with sparse matrix reordering and
incremental approach},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2333--2347},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05920-5},
doi = {10.1007/S10994-020-05920-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JungS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KapoorSL20,
author = {Sarang Kapoor and
Dhish Kumar Saxena and
Matthijs van Leeuwen},
title = {Discovering subjectively interesting multigraph patterns},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1669--1696},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05873-9},
doi = {10.1007/S10994-020-05873-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KapoorSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KazakovZ20,
author = {Dimitar Kazakov and
Filip Zelezn{\'{y}}},
title = {Guest editors' introduction: special issue on Inductive Logic Programming
{(ILP} 2019)},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1287--1288},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05891-7},
doi = {10.1007/S10994-020-05891-7},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KazakovZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KhandagaleXB20,
author = {Sujay Khandagale and
Han Xiao and
Rohit Babbar},
title = {Bonsai: diverse and shallow trees for extreme multi-label classification},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2099--2119},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05888-2},
doi = {10.1007/S10994-020-05888-2},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KhandagaleXB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KidaKUY20,
author = {Takuya Kida and
Tetsuji Kuboyama and
Takeaki Uno and
Akihiro Yamamoto},
title = {Guest Editorial: Special issue on Discovery Science},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1145--1146},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05883-7},
doi = {10.1007/S10994-020-05883-7},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KidaKUY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimB20,
author = {Kee{-}Eung Kim and
Vineeth N. Balasubramanian},
title = {Foreword: special issue for the journal track of the 12th Asian conference
on machine learning {(ACML} 2020)},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2243--2245},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05925-0},
doi = {10.1007/S10994-020-05925-0},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KimB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimZ20,
author = {Kee{-}Eung Kim and
Jun Zhu},
title = {Foreword: special issue for the journal track of the 11th Asian Conference
on Machine Learning {(ACML} 2019)},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {441--443},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05875-7},
doi = {10.1007/S10994-020-05875-7},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KimZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KiranK20,
author = {Mariam Kiran and
Samir Khan},
title = {Editorial: Machine learning for safety-critical applications in engineering},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1101--1102},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05876-6},
doi = {10.1007/S10994-020-05876-6},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KiranK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KiranWPMD20,
author = {Mariam Kiran and
Cong Wang and
George Papadimitriou and
Anirban Mandal and
Ewa Deelman},
title = {Detecting anomalous packets in network transfers: investigations using
PCA, autoencoder and isolation forest in {TCP}},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1127--1143},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05870-y},
doi = {10.1007/S10994-020-05870-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KiranWPMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KocevCS20,
author = {Dragi Kocev and
Michelangelo Ceci and
Tomaz Stepisnik},
title = {Ensembles of extremely randomized predictive clustering trees for
predicting structured outputs},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2213--2241},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05894-4},
doi = {10.1007/S10994-020-05894-4},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KocevCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KolbTDR20,
author = {Samuel Kolb and
Stefano Teso and
Anton Dries and
Luc De Raedt},
title = {Predictive spreadsheet autocompletion with constraints},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {307--325},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05841-y},
doi = {10.1007/S10994-019-05841-Y},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KolbTDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KovarikL20,
author = {Vojtech Kovar{\'{\i}}k and
Viliam Lis{\'{y}}},
title = {Analysis of Hannan consistent selection for Monte Carlo tree search
in simultaneous move games},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {1--50},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05832-z},
doi = {10.1007/S10994-019-05832-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KovarikL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuwajimaYN20,
author = {Hiroshi Kuwajima and
Hirotoshi Yasuoka and
Toshihiro Nakae},
title = {Engineering problems in machine learning systems},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {1103--1126},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05872-w},
doi = {10.1007/S10994-020-05872-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KuwajimaYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KwonKSP20,
author = {Yongchan Kwon and
Wonyoung Kim and
Masashi Sugiyama and
Myunghee Cho Paik},
title = {Principled analytic classifier for positive-unlabeled learning via
weighted integral probability metric},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {513--532},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05836-9},
doi = {10.1007/S10994-019-05836-9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KwonKSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LavracSR20,
author = {Nada Lavrac and
Blaz Skrlj and
Marko Robnik{-}Sikonja},
title = {Propositionalization and embeddings: two sides of the same coin},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1465--1507},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05890-8},
doi = {10.1007/S10994-020-05890-8},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LavracSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LecueLM20,
author = {Guillaume Lecu{\'{e}} and
Matthieu Lerasle and
Timoth{\'{e}}e Mathieu},
title = {Robust classification via {MOM} minimization},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1635--1665},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05863-6},
doi = {10.1007/S10994-019-05863-6},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LecueLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LecueLM20a,
author = {Guillaume Lecu{\'{e}} and
Matthieu Lerasle and
Timoth{\'{e}}e Mathieu},
title = {Correction to: Robust classification via {MOM} minimization},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1667},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05885-5},
doi = {10.1007/S10994-020-05885-5},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LecueLM20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeC20,
author = {Ching{-}Pei Lee and
Kai{-}Wei Chang},
title = {Distributed block-diagonal approximation methods for regularized empirical
risk minimization},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {813--852},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05859-2},
doi = {10.1007/S10994-019-05859-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LeeC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiL20,
author = {Huan Li and
Zhouchen Lin},
title = {Provable accelerated gradient method for nonconvex low rank optimization},
journal = {Mach. Learn.},
volume = {109},
number = {1},
pages = {103--134},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05819-w},
doi = {10.1007/S10994-019-05819-W},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ManukyanC20,
author = {Art{\"{u}}r Manukyan and
Elvan Ceyhan},
title = {Classification using proximity catch digraphs},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {761--811},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05878-4},
doi = {10.1007/S10994-020-05878-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ManukyanC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoriconiDK20,
author = {Riccardo Moriconi and
Marc Peter Deisenroth and
K. S. Sesh Kumar},
title = {High-dimensional Bayesian optimization using low-dimensional feature
spaces},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1925--1943},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05899-z},
doi = {10.1007/S10994-020-05899-Z},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/MoriconiDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NishiyamaKGF20,
author = {Yu Nishiyama and
Motonobu Kanagawa and
Arthur Gretton and
Kenji Fukumizu},
title = {Model-based kernel sum rule: kernel Bayesian inference with probabilistic
models},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {939--972},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05852-9},
doi = {10.1007/S10994-019-05852-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/NishiyamaKGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OrhoborAK20,
author = {Oghenejokpeme I. Orhobor and
Nickolai N. Alexandrov and
Ross D. King},
title = {Predicting rice phenotypes with meta and multi-target learning},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2195--2212},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05881-9},
doi = {10.1007/S10994-020-05881-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OrhoborAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OsojnikPD20,
author = {Aljaz Osojnik and
Pance Panov and
Saso Dzeroski},
title = {Incremental predictive clustering trees for online semi-supervised
multi-target regression},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2121--2139},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05918-z},
doi = {10.1007/S10994-020-05918-Z},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OsojnikPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OtaniOKS20,
author = {Naoya Otani and
Yosuke Otsubo and
Tetsuya Koike and
Masashi Sugiyama},
title = {Binary classification with ambiguous training data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2369--2388},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05915-2},
doi = {10.1007/S10994-020-05915-2},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OtaniOKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PesceM20,
author = {Emanuele Pesce and
Giovanni Montana},
title = {Improving coordination in small-scale multi-agent deep reinforcement
learning through memory-driven communication},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1727--1747},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05864-5},
doi = {10.1007/S10994-019-05864-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PesceM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetkovicDK20,
author = {Matej Petkovic and
Saso Dzeroski and
Dragi Kocev},
title = {Multi-label feature ranking with ensemble methods},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2141--2159},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05908-1},
doi = {10.1007/S10994-020-05908-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetkovicDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetkovicKD20,
author = {Matej Petkovic and
Dragi Kocev and
Saso Dzeroski},
title = {Feature ranking for multi-target regression},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1179--1204},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05829-8},
doi = {10.1007/S10994-019-05829-8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetkovicKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PioCPM20,
author = {Gianvito Pio and
Michelangelo Ceci and
Francesca Prisciandaro and
Donato Malerba},
title = {Exploiting causality in gene network reconstruction based on graph
embedding},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1231--1279},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05861-8},
doi = {10.1007/S10994-019-05861-8},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PioCPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Provost20,
author = {Foster J. Provost},
title = {In memory of Tom Fawcett},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1987--1992},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05909-0},
doi = {10.1007/S10994-020-05909-0},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Provost20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RibeiroM20,
author = {Rita P. Ribeiro and
Nuno Moniz},
title = {Imbalanced regression and extreme value prediction},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1803--1835},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05900-9},
doi = {10.1007/S10994-020-05900-9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RibeiroM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RivolliRSPC20,
author = {Adriano Rivolli and
Jesse Read and
Carlos Soares and
Bernhard Pfahringer and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {An empirical analysis of binary transformation strategies and base
algorithms for multi-label learning},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1509--1563},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05879-3},
doi = {10.1007/S10994-020-05879-3},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RivolliRSPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SantosPZ20,
author = {Rodrigo Azevedo Santos and
Aline Paes and
Gerson Zaverucha},
title = {Transfer learning by mapping and revising boosted relational dependency
networks},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1435--1463},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05871-x},
doi = {10.1007/S10994-020-05871-X},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SantosPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SarkarBG20,
author = {Soham Sarkar and
Rahul Biswas and
Anil Kumar Ghosh},
title = {On some graph-based two-sample tests for high dimension, low sample
size data},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {279--306},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05857-4},
doi = {10.1007/S10994-019-05857-4},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SarkarBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SechidisAPCWB20,
author = {Konstantinos Sechidis and
Laura Azzimonti and
Adam Craig Pocock and
Giorgio Corani and
James Weatherall and
Gavin Brown},
title = {Correction to: Efficient feature selection using shrinkage estimators},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1565--1567},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05884-6},
doi = {10.1007/S10994-020-05884-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SechidisAPCWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SimpsonG20,
author = {Edwin Simpson and
Iryna Gurevych},
title = {Scalable Bayesian preference learning for crowds},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {689--718},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05867-2},
doi = {10.1007/S10994-019-05867-2},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SimpsonG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SkrljKL20,
author = {Blaz Skrlj and
Jan Kralj and
Nada Lavrac},
title = {Embedding-based Silhouette community detection},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {2161--2193},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05882-8},
doi = {10.1007/S10994-020-05882-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SkrljKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SoldatovaV20,
author = {Larisa N. Soldatova and
Joaquin Vanschoren},
title = {Guest editors' introduction to the special issue on Discovery Science},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1993--1995},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05922-3},
doi = {10.1007/S10994-020-05922-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SoldatovaV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SongKKL20,
author = {Hwanjun Song and
Sundong Kim and
Minseok Kim and
Jae{-}Gil Lee},
title = {Ada-boundary: accelerating {DNN} training via adaptive boundary batch
selection},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1837--1853},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05903-6},
doi = {10.1007/S10994-020-05903-6},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SongKKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SrinivasanVS20,
author = {Ashwin Srinivasan and
Lovekesh Vig and
Gautam Shroff},
title = {Constructing generative logical models for optimisation problems using
domain knowledge},
journal = {Mach. Learn.},
volume = {109},
number = {7},
pages = {1371--1392},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05842-x},
doi = {10.1007/S10994-019-05842-X},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SrinivasanVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TabakTZ20,
author = {Esteban G. Tabak and
Giulio Trigila and
Wenjun Zhao},
title = {Conditional density estimation and simulation through optimal transport},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {665--688},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05866-3},
doi = {10.1007/S10994-019-05866-3},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TabakTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TabataNHK20,
author = {Koji Tabata and
Atsuyoshi Nakamura and
Junya Honda and
Tamiki Komatsuzaki},
title = {A bad arm existence checking problem: How to utilize asymmetric problem
structure?},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {327--372},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05854-7},
doi = {10.1007/S10994-019-05854-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TabataNHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TanTJZ20,
author = {Zhi{-}Hao Tan and
Peng Tan and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Multi-label optimal margin distribution machine},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {623--642},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05837-8},
doi = {10.1007/S10994-019-05837-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TanTJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TraboldHW20,
author = {Daniel Trabold and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Effective approximation of parametrized closure systems over transactional
data streams},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1147--1177},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05827-w},
doi = {10.1007/S10994-019-05827-W},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TraboldHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangGLX20,
author = {Di Wang and
Xiangyu Guo and
Shi Li and
Jinhui Xu},
title = {Robust high dimensional expectation maximization algorithm via trimmed
hard thresholding},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2283--2311},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05926-z},
doi = {10.1007/S10994-020-05926-Z},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangGLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangQL20,
author = {Jieting Wang and
Yuhua Qian and
Feijiang Li},
title = {Learning with mitigating random consistency from the accuracy measure},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2247--2281},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05914-3},
doi = {10.1007/S10994-020-05914-3},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZYHJ20,
author = {Lu Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Yuan Jiang},
title = {Spanning attack: reinforce black-box attacks with unlabeled data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2349--2368},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05916-1},
doi = {10.1007/S10994-020-05916-1},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WangZYHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangZLZJ20,
author = {Tianbao Yang and
Lijun Zhang and
Qihang Lin and
Shenghuo Zhu and
Rong Jin},
title = {High-dimensional model recovery from random sketched data by exploring
intrinsic sparsity},
journal = {Mach. Learn.},
volume = {109},
number = {5},
pages = {899--938},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05865-4},
doi = {10.1007/S10994-019-05865-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YangZLZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YeSZ20,
author = {Han{-}Jia Ye and
Xiang{-}Rong Sheng and
De{-}Chuan Zhan},
title = {Few-shot learning with adaptively initialized task optimizer: a practical
meta-learning approach},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {643--664},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05838-7},
doi = {10.1007/S10994-019-05838-7},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YeSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YokoiOS20,
author = {Soma Yokoi and
Takuma Otsuka and
Issei Sato},
title = {Weak approximation of transformed stochastic gradient {MCMC}},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1903--1923},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05904-5},
doi = {10.1007/S10994-020-05904-5},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YokoiOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuanLCZ20,
author = {Longhao Yuan and
Chao Li and
Jianting Cao and
Qibin Zhao},
title = {Rank minimization on tensor ring: an efficient approach for tensor
decomposition and completion},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {603--622},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05846-7},
doi = {10.1007/S10994-019-05846-7},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YuanLCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhaoCZ20,
author = {Peng Zhao and
Le{-}Wen Cai and
Zhi{-}Hua Zhou},
title = {Handling concept drift via model reuse},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {533--568},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05835-w},
doi = {10.1007/S10994-019-05835-W},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhaoCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouCP20,
author = {Qiang Zhou and
Yu Chen and
Sinno Jialin Pan},
title = {Communication-efficient distributed multi-task learning with matrix
sparsity regularization},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {569--601},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05847-6},
doi = {10.1007/S10994-019-05847-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhugeHPY20,
author = {Wenzhang Zhuge and
Chenping Hou and
Shaoliang Peng and
Dongyun Yi},
title = {Joint consensus and diversity for multi-view semi-supervised classification},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {445--465},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05844-9},
doi = {10.1007/S10994-019-05844-9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhugeHPY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZouCZG20,
author = {Difan Zou and
Yuan Cao and
Dongruo Zhou and
Quanquan Gu},
title = {Gradient descent optimizes over-parameterized deep ReLU networks},
journal = {Mach. Learn.},
volume = {109},
number = {3},
pages = {467--492},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05839-6},
doi = {10.1007/S10994-019-05839-6},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZouCZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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