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@article{DBLP:journals/ml/AKM21,
  author       = {Prashanth L. A. and
                  Nathaniel Korda and
                  R{\'{e}}mi Munos},
  title        = {Concentration bounds for temporal difference learning with linear
                  function approximation: the case of batch data and uniform sampling},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {559--618},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05912-5},
  doi          = {10.1007/S10994-020-05912-5},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/AKM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AchenchabeBCD21,
  author       = {Youssef Achenchabe and
                  Alexis Bondu and
                  Antoine Cornu{\'{e}}jols and
                  Asma Dachraoui},
  title        = {Early classification of time series},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1481--1504},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05974-z},
  doi          = {10.1007/S10994-021-05974-Z},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/AchenchabeBCD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AdewoyinDWHD21,
  author       = {Rilwan A. Adewoyin and
                  Peter Dueben and
                  Peter Watson and
                  Yulan He and
                  Ritabrata Dutta},
  title        = {{TRU-NET:} a deep learning approach to high resolution prediction
                  of rainfall},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2035--2062},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06022-6},
  doi          = {10.1007/S10994-021-06022-6},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AdewoyinDWHD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AiMHGS21,
  author       = {Lun Ai and
                  Stephen H. Muggleton and
                  C{\'{e}}line Hocquette and
                  Mark Gromowski and
                  Ute Schmid},
  title        = {Beneficial and harmful explanatory machine learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {695--721},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05941-0},
  doi          = {10.1007/S10994-020-05941-0},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AiMHGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AkrourAP21,
  author       = {Riad Akrour and
                  Asma Atamna and
                  Jan Peters},
  title        = {Convex optimization with an interpolation-based projection and its
                  application to deep learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2267--2289},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06037-z},
  doi          = {10.1007/S10994-021-06037-Z},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/AkrourAP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AkuzawaIM21,
  author       = {Kei Akuzawa and
                  Yusuke Iwasawa and
                  Yutaka Matsuo},
  title        = {Information-theoretic regularization for learning global features
                  by sequential {VAE}},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2239--2266},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06032-4},
  doi          = {10.1007/S10994-021-06032-4},
  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/AkuzawaIM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AndradeO21,
  author       = {Daniel Andrade and
                  Yuzuru Okajima},
  title        = {Adaptive covariate acquisition for minimizing total cost of classification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {1067--1104},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05958-z},
  doi          = {10.1007/S10994-021-05958-Z},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AndradeO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/AppiceEGT21,
  author       = {Annalisa Appice and
                  Sergio Escalera and
                  Jos{\'{e}} A. G{\'{a}}mez and
                  Heike Trautmann},
  title        = {Introduction to the special issue of the {ECML} {PKDD} 2021 journal
                  track},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2991--2992},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06062-y},
  doi          = {10.1007/S10994-021-06062-Y},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AppiceEGT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BakirovFG21,
  author       = {Rashid Bakirov and
                  Damien Fay and
                  Bogdan Gabrys},
  title        = {Automated adaptation strategies for stream learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1429--1462},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05992-x},
  doi          = {10.1007/S10994-021-05992-X},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BakirovFG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BejDWNW21,
  author       = {Saptarshi Bej and
                  Narek Davtyan and
                  Markus Wolfien and
                  Mariam Nassar and
                  Olaf Wolkenhauer},
  title        = {LoRAS: an oversampling approach for imbalanced datasets},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {279--301},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05913-4},
  doi          = {10.1007/S10994-020-05913-4},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BejDWNW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BelogolovskyKMT21,
  author       = {Stav Belogolovsky and
                  Philip Korsunsky and
                  Shie Mannor and
                  Chen Tessler and
                  Tom Zahavy},
  title        = {Inverse reinforcement learning in contextual MDPs},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2295--2334},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05984-x},
  doi          = {10.1007/S10994-021-05984-X},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BelogolovskyKMT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BemporadP21,
  author       = {Alberto Bemporad and
                  Dario Piga},
  title        = {Global optimization based on active preference learning with radial
                  basis functions},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {417--448},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05935-y},
  doi          = {10.1007/S10994-020-05935-Y},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BemporadP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BenavoliAP21,
  author       = {Alessio Benavoli and
                  Dario Azzimonti and
                  Dario Piga},
  title        = {A unified framework for closed-form nonparametric regression, classification,
                  preference and mixed problems with Skew Gaussian Processes},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3095--3133},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06039-x},
  doi          = {10.1007/S10994-021-06039-X},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BenavoliAP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BertsimasOP21,
  author       = {Dimitris Bertsimas and
                  Agni Orfanoudaki and
                  Colin Pawlowski},
  title        = {Imputation of clinical covariates in time series},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {185--248},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05923-2},
  doi          = {10.1007/S10994-020-05923-2},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BertsimasOP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BertsimasOW21,
  author       = {Dimitris Bertsimas and
                  Agni Orfanoudaki and
                  Holly M. Wiberg},
  title        = {Interpretable clustering: an optimization approach},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {89--138},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05896-2},
  doi          = {10.1007/S10994-020-05896-2},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BertsimasOW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BertsimasPP21,
  author       = {Dimitris Bertsimas and
                  Jean Pauphilet and
                  Bart P. G. Van Parys},
  title        = {Sparse classification: a scalable discrete optimization perspective},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3177--3209},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06085-5},
  doi          = {10.1007/S10994-021-06085-5},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BertsimasPP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BertsimasS21,
  author       = {Dimitris Bertsimas and
                  Bartolomeo Stellato},
  title        = {The voice of optimization},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {249--277},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05893-5},
  doi          = {10.1007/S10994-020-05893-5},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BertsimasS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BoubekkiKBJ21,
  author       = {Ahc{\`{e}}ne Boubekki and
                  Michael Kampffmeyer and
                  Ulf Brefeld and
                  Robert Jenssen},
  title        = {Joint optimization of an autoencoder for clustering and embedding},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1901--1937},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06015-5},
  doi          = {10.1007/S10994-021-06015-5},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BoubekkiKBJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BoukasETBHBWC21,
  author       = {Ioannis Boukas and
                  Damien Ernst and
                  Thibaut Th{\'{e}}ate and
                  Adrien Bolland and
                  Alexandre Huynen and
                  Martin Buchwald and
                  Christelle Wynants and
                  Bertrand Corn{\'{e}}lusse},
  title        = {A deep reinforcement learning framework for continuous intraday market
                  bidding},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2335--2387},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06020-8},
  doi          = {10.1007/S10994-021-06020-8},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BoukasETBHBWC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/CaiGLSWWG21,
  author       = {William Cai and
                  Josh Grossman and
                  Zhiyuan (Jerry) Lin and
                  Hao Sheng and
                  Johnny Tian{-}Zheng Wei and
                  Joseph Jay Williams and
                  Sharad Goel},
  title        = {Bandit algorithms to personalize educational chatbots},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2389--2418},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05983-y},
  doi          = {10.1007/S10994-021-05983-Y},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/CaiGLSWWG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/CaoLSAZ21,
  author       = {Yueqi Cao and
                  Didong Li and
                  Huafei Sun and
                  Amir H. Assadi and
                  Shiqiang Zhang},
  title        = {Efficient Weingarten map and curvature estimation on manifolds},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1319--1344},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05953-4},
  doi          = {10.1007/S10994-021-05953-4},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/CaoLSAZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ChenGZC21,
  author       = {Jiyu Chen and
                  Yiwen Guo and
                  Qianjun Zheng and
                  Hao Chen},
  title        = {Protect privacy of deep classification networks by exploiting their
                  generative power},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {651--674},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05951-6},
  doi          = {10.1007/S10994-021-05951-6},
  timestamp    = {Wed, 20 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ChenGZC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ChenHJHAH21,
  author       = {Jiaoyan Chen and
                  Pan Hu and
                  Ernesto Jim{\'{e}}nez{-}Ruiz and
                  Ole Magnus Holter and
                  Denvar Antonyrajah and
                  Ian Horrocks},
  title        = {OWL2Vec*: embedding of {OWL} ontologies},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1813--1845},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05997-6},
  doi          = {10.1007/S10994-021-05997-6},
  timestamp    = {Mon, 03 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ChenHJHAH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ChenLM21,
  author       = {Kai Chen and
                  Twan van Laarhoven and
                  Elena Marchiori},
  title        = {Gaussian processes with skewed Laplace spectral mixture kernels for
                  long-term forecasting},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2213--2238},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06031-5},
  doi          = {10.1007/S10994-021-06031-5},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ChenLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ConverseCOT21,
  author       = {Geoffrey A. Converse and
                  Mariana Curi and
                  Suely Oliveira and
                  Jonathan Templin},
  title        = {Estimation of multidimensional item response theory models with correlated
                  latent variables using variational autoencoders},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1463--1480},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06005-7},
  doi          = {10.1007/S10994-021-06005-7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ConverseCOT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/CropperM21,
  author       = {Andrew Cropper and
                  Rolf Morel},
  title        = {Learning programs by learning from failures},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {801--856},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05934-z},
  doi          = {10.1007/S10994-020-05934-Z},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/CropperM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/DashSV21,
  author       = {Tirtharaj Dash and
                  Ashwin Srinivasan and
                  Lovekesh Vig},
  title        = {Incorporating symbolic domain knowledge into graph neural networks},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1609--1636},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05966-z},
  doi          = {10.1007/S10994-021-05966-Z},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/DashSV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Dulac-ArnoldLML21,
  author       = {Gabriel Dulac{-}Arnold and
                  Nir Levine and
                  Daniel J. Mankowitz and
                  Jerry Li and
                  Cosmin Paduraru and
                  Sven Gowal and
                  Todd Hester},
  title        = {Challenges of real-world reinforcement learning: definitions, benchmarks
                  and analysis},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2419--2468},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05961-4},
  doi          = {10.1007/S10994-021-05961-4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/Dulac-ArnoldLML21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/EmbarSG21,
  author       = {Varun Embar and
                  Sriram Srinivasan and
                  Lise Getoor},
  title        = {A comparison of statistical relational learning and graph neural networks
                  for aggregate graph queries},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1847--1866},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06007-5},
  doi          = {10.1007/S10994-021-06007-5},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/EmbarSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/FadjaRL21,
  author       = {Arnaud Nguembang Fadja and
                  Fabrizio Riguzzi and
                  Evelina Lamma},
  title        = {Learning hierarchical probabilistic logic programs},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1637--1693},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06016-4},
  doi          = {10.1007/S10994-021-06016-4},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/FadjaRL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/FernandesAGA21,
  author       = {Sofia Fernandes and
                  M{\'{a}}rio Antunes and
                  Diogo Gomes and
                  Rui L. Aguiar},
  title        = {Misalignment problem in matrix decomposition with missing values},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3157--3175},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05985-w},
  doi          = {10.1007/S10994-021-05985-W},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/FernandesAGA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/FernandezBC21,
  author       = {Javier Fern{\'{a}}ndez and
                  Luke Bornn and
                  Daniel Cervone},
  title        = {A framework for the fine-grained evaluation of the instantaneous expected
                  value of soccer possessions},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1389--1427},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05989-6},
  doi          = {10.1007/S10994-021-05989-6},
  timestamp    = {Fri, 23 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/FernandezBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/GaddWS21,
  author       = {Charles W. L. Gadd and
                  Sara Wade and
                  Akeel A. Shah},
  title        = {Pseudo-marginal Bayesian inference for Gaussian process latent variable
                  models},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1105--1143},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05971-2},
  doi          = {10.1007/S10994-021-05971-2},
  timestamp    = {Fri, 22 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/GaddWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/GiffonEKR21,
  author       = {Luc Giffon and
                  Valentin Emiya and
                  Hachem Kadri and
                  Liva Ralaivola},
  title        = {QuicK-means: accelerating inference for K-means by learning fast transforms},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {881--905},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05965-0},
  doi          = {10.1007/S10994-021-05965-0},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/GiffonEKR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/GneccoNS21,
  author       = {Giorgio Gnecco and
                  Federico Nutarelli and
                  Daniela Selvi},
  title        = {Optimal data collection design in machine learning: the case of the
                  fixed effects generalized least squares panel data model},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1549--1584},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05976-x},
  doi          = {10.1007/S10994-021-05976-X},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/GneccoNS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/GoukFPC21,
  author       = {Henry Gouk and
                  Eibe Frank and
                  Bernhard Pfahringer and
                  Michael J. Cree},
  title        = {Regularisation of neural networks by enforcing Lipschitz continuity},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {393--416},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05929-w},
  doi          = {10.1007/S10994-020-05929-W},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/GoukFPC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HaddenhorstBH21,
  author       = {Bj{\"{o}}rn Haddenhorst and
                  Viktor Bengs and
                  Eyke H{\"{u}}llermeier},
  title        = {On testing transitivity in online preference learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2063--2084},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06026-2},
  doi          = {10.1007/S10994-021-06026-2},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HaddenhorstBH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HandCK21,
  author       = {David J. Hand and
                  Peter Christen and
                  Nishadi Kirielle},
  title        = {F*: an interpretable transformation of the F-measure},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {451--456},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05964-1},
  doi          = {10.1007/S10994-021-05964-1},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HandCK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HannaDKWS21,
  author       = {Josiah P. Hanna and
                  Siddharth Desai and
                  Haresh Karnan and
                  Garrett Warnell and
                  Peter Stone},
  title        = {Grounded action transformation for sim-to-real reinforcement learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2469--2499},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05982-z},
  doi          = {10.1007/S10994-021-05982-Z},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HannaDKWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HannaNS21,
  author       = {Josiah P. Hanna and
                  Scott Niekum and
                  Peter Stone},
  title        = {Importance sampling in reinforcement learning with an estimated behavior
                  policy},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1267--1317},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05938-9},
  doi          = {10.1007/S10994-020-05938-9},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/HannaNS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Heinze-DemlM21,
  author       = {Christina Heinze{-}Deml and
                  Nicolai Meinshausen},
  title        = {Conditional variance penalties and domain shift robustness},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {303--348},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05924-1},
  doi          = {10.1007/S10994-020-05924-1},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/Heinze-DemlM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HendryxRR21,
  author       = {Emily P. Hendryx and
                  Beatrice M. Riviere and
                  Craig G. Rusin},
  title        = {An extended {DEIM} algorithm for subset selection and class identification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {621--650},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05954-3},
  doi          = {10.1007/S10994-021-05954-3},
  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HendryxRR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HullermeierW21,
  author       = {Eyke H{\"{u}}llermeier and
                  Willem Waegeman},
  title        = {Aleatoric and epistemic uncertainty in machine learning: an introduction
                  to concepts and methods},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {457--506},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05946-3},
  doi          = {10.1007/S10994-021-05946-3},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HullermeierW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/HuyukT21,
  author       = {Alihan H{\"{u}}y{\"{u}}k and
                  Cem Tekin},
  title        = {Multi-objective multi-armed bandit with lexicographically ordered
                  and satisficing objectives},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1233--1266},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05956-1},
  doi          = {10.1007/S10994-021-05956-1},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/HuyukT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/JiangXWLD21,
  author       = {Haiyan Jiang and
                  Haoyi Xiong and
                  Dongrui Wu and
                  Ji Liu and
                  Dejing Dou},
  title        = {AgFlow: fast model selection of penalized {PCA} via implicit regularization
                  effects of gradient flow},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2131--2150},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06025-3},
  doi          = {10.1007/S10994-021-06025-3},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/JiangXWLD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/JungS21,
  author       = {Jinhong Jung and
                  Lee Sael},
  title        = {Correction to: Fast and accurate pseudoinverse with sparse matrix
                  reordering and incremental approach},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {449},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05933-0},
  doi          = {10.1007/S10994-020-05933-0},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/JungS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/JungS21a,
  author       = {Jinhong Jung and
                  Lee Sael},
  title        = {Correction to: Fast and accurate pseudoinverse with sparse matrix
                  reordering and incremental approach},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {619--620},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05936-x},
  doi          = {10.1007/S10994-020-05936-X},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/JungS21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KangGLSB21,
  author       = {Bo Kang and
                  Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
                  Jefrey Lijffijt and
                  Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
                  Tijl De Bie},
  title        = {Conditional t-SNE: more informative t-SNE embeddings},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2905--2940},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05917-0},
  doi          = {10.1007/S10994-020-05917-0},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KangGLSB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KerdoncuffES21,
  author       = {Tanguy Kerdoncuff and
                  R{\'{e}}mi Emonet and
                  Marc Sebban},
  title        = {Sampled Gromov Wasserstein},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2151--2186},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06035-1},
  doi          = {10.1007/S10994-021-06035-1},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KerdoncuffES21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KimMYKC21,
  author       = {Jungtaek Kim and
                  Michael McCourt and
                  Tackgeun You and
                  Saehoon Kim and
                  Seungjin Choi},
  title        = {Bayesian optimization with approximate set kernels},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {857--879},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05949-0},
  doi          = {10.1007/S10994-021-05949-0},
  timestamp    = {Fri, 04 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KimMYKC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KlopfensteinV21,
  author       = {Quentin Klopfenstein and
                  Samuel Vaiter},
  title        = {Linear support vector regression with linear constraints},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1939--1974},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06018-2},
  doi          = {10.1007/S10994-021-06018-2},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KlopfensteinV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KongLL21,
  author       = {Hao Kong and
                  Canyi Lu and
                  Zhouchen Lin},
  title        = {Tensor Q-rank: new data dependent definition of tensor rank},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1867--1900},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05987-8},
  doi          = {10.1007/S10994-021-05987-8},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KongLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KopetzkiG21,
  author       = {Anna{-}Kathrin Kopetzki and
                  Stephan G{\"{u}}nnemann},
  title        = {Reachable sets of classifiers and regression models: (non-)robustness
                  analysis and robust training},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1175--1197},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05973-0},
  doi          = {10.1007/S10994-021-05973-0},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KopetzkiG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KottkeHSHKS21,
  author       = {Daniel Kottke and
                  Marek Herde and
                  Christoph Sandrock and
                  Denis Huseljic and
                  Georg Krempl and
                  Bernhard Sick},
  title        = {Toward optimal probabilistic active learning using a Bayesian approach},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1199--1231},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05986-9},
  doi          = {10.1007/S10994-021-05986-9},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KottkeHSHKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KoziarskiBW21,
  author       = {Michal Koziarski and
                  Colin Bellinger and
                  Michal Wozniak},
  title        = {{RB-CCR:} Radial-Based Combined Cleaning and Resampling algorithm
                  for imbalanced data classification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3059--3093},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06012-8},
  doi          = {10.1007/S10994-021-06012-8},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KoziarskiBW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Krawczyk21,
  author       = {Bartosz Krawczyk},
  title        = {Tensor decision trees for continual learning from drifting data streams},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3015--3035},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06054-y},
  doi          = {10.1007/S10994-021-06054-Y},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Krawczyk21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KrishnanBFFR21,
  author       = {Srivatsan Krishnan and
                  Behzad Boroujerdian and
                  William Fu and
                  Aleksandra Faust and
                  Vijay Janapa Reddi},
  title        = {Air Learning: a deep reinforcement learning gym for autonomous aerial
                  robot visual navigation},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2501--2540},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06006-6},
  doi          = {10.1007/S10994-021-06006-6},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KrishnanBFFR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/KrlezaVB21,
  author       = {Dalibor Krleza and
                  Boris Vrdoljak and
                  Mario Brcic},
  title        = {Statistical hierarchical clustering algorithm for outlier detection
                  in evolving data streams},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {139--184},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05905-4},
  doi          = {10.1007/S10994-020-05905-4},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KrlezaVB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiGLSW21,
  author       = {Yuxi Li and
                  Alborz Geramifard and
                  Lihong Li and
                  Csaba Szepesv{\'{a}}ri and
                  Tao Wang},
  title        = {Guest editorial: special issue on reinforcement learning for real
                  life},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2291--2293},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06041-3},
  doi          = {10.1007/S10994-021-06041-3},
  timestamp    = {Tue, 30 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/LiGLSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiWOW21,
  author       = {Ximing Li and
                  Yang Wang and
                  Jihong Ouyang and
                  Meng Wang},
  title        = {Topic extraction from extremely short texts with variational manifold
                  regularization},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {1029--1066},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05962-3},
  doi          = {10.1007/S10994-021-05962-3},
  timestamp    = {Thu, 22 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LiWOW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiangCWW21,
  author       = {Jiye Liang and
                  Junbiao Cui and
                  Jie Wang and
                  Wei Wei},
  title        = {Graph-based semi-supervised learning via improving the quality of
                  the graph dynamically},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1345--1388},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05975-y},
  doi          = {10.1007/S10994-021-05975-Y},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/LiangCWW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LikmetaMRTGR21,
  author       = {Amarildo Likmeta and
                  Alberto Maria Metelli and
                  Giorgia Ramponi and
                  Andrea Tirinzoni and
                  Matteo Giuliani and
                  Marcello Restelli},
  title        = {Dealing with multiple experts and non-stationarity in inverse reinforcement
                  learning: an application to real-life problems},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2541--2576},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05939-8},
  doi          = {10.1007/S10994-020-05939-8},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LikmetaMRTGR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/LiuSHYS21,
  author       = {Fanghui Liu and
                  Lei Shi and
                  Xiaolin Huang and
                  Jie Yang and
                  Johan A. K. Suykens},
  title        = {Analysis of regularized least-squares in reproducing kernel Kre{\u{\i}}n
                  spaces},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1145--1173},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05955-2},
  doi          = {10.1007/S10994-021-05955-2},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/LiuSHYS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MeliSF21,
  author       = {Daniele Meli and
                  Mohan Sridharan and
                  Paolo Fiorini},
  title        = {Inductive learning of answer set programs for autonomous surgical
                  task planning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1739--1763},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06013-7},
  doi          = {10.1007/S10994-021-06013-7},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/MeliSF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MiddlehurstLFLB21,
  author       = {Matthew Middlehurst and
                  James Large and
                  Michael Flynn and
                  Jason Lines and
                  Aaron Bostrom and
                  Anthony J. Bagnall},
  title        = {{HIVE-COTE} 2.0: a new meta ensemble for time series classification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3211--3243},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06057-9},
  doi          = {10.1007/S10994-021-06057-9},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/MiddlehurstLFLB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Mizutani21,
  author       = {Tomohiko Mizutani},
  title        = {Convex programming based spectral clustering},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {933--964},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05940-1},
  doi          = {10.1007/S10994-020-05940-1},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/Mizutani21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/MukhotyDK21,
  author       = {Bhaskar Mukhoty and
                  Subhajit Dutta and
                  Purushottam Kar},
  title        = {Robust non-parametric regression via incoherent subspace projections},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2941--2989},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06045-z},
  doi          = {10.1007/S10994-021-06045-Z},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/MukhotyDK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/NahshanCBZBBM21,
  author       = {Yury Nahshan and
                  Brian Chmiel and
                  Chaim Baskin and
                  Evgenii Zheltonozhskii and
                  Ron Banner and
                  Alex M. Bronstein and
                  Avi Mendelson},
  title        = {Loss aware post-training quantization},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3245--3262},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06053-z},
  doi          = {10.1007/S10994-021-06053-Z},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/NahshanCBZBBM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/NguyenNM21,
  author       = {Dai Hai Nguyen and
                  Canh Hao Nguyen and
                  Hiroshi Mamitsuka},
  title        = {Learning subtree pattern importance for Weisfeiler-Lehman based graph
                  kernels},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1585--1607},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05991-y},
  doi          = {10.1007/S10994-021-05991-Y},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/NguyenNM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/OchandoFH21,
  author       = {Lidia Contreras Ochando and
                  C{\`{e}}sar Ferri and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
  title        = {{AUTOMAT[R]IX:} learning simple matrix pipelines},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {779--799},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05950-7},
  doi          = {10.1007/S10994-021-05950-7},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/OchandoFH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/PanosDT21,
  author       = {Aristeidis Panos and
                  Petros Dellaportas and
                  Michalis K. Titsias},
  title        = {Large scale multi-label learning using Gaussian processes},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {965--987},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05952-5},
  doi          = {10.1007/S10994-021-05952-5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/PanosDT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/PatsantzisM21,
  author       = {Stassa Patsantzis and
                  Stephen H. Muggleton},
  title        = {Top program construction and reduction for polynomial time Meta-Interpretive
                  learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {755--778},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05945-w},
  doi          = {10.1007/S10994-020-05945-W},
  timestamp    = {Wed, 01 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PatsantzisM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/PintoPN21,
  author       = {Jos{\'{e}} Pedro Pinto and
                  Andr{\'{e}} Pimenta and
                  Paulo Novais},
  title        = {Deep learning and multivariate time series for cheat detection in
                  video games},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3037--3057},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06055-x},
  doi          = {10.1007/S10994-021-06055-X},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PintoPN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/QianAS21,
  author       = {Zhaozhi Qian and
                  Ahmed M. Alaa and
                  Mihaela van der Schaar},
  title        = {{CPAS:} the UK's national machine learning-based hospital capacity
                  planning system for {COVID-19}},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {15--35},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05921-4},
  doi          = {10.1007/S10994-020-05921-4},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/QianAS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/RiguzziBZAL21,
  author       = {Fabrizio Riguzzi and
                  Elena Bellodi and
                  Riccardo Zese and
                  Marco Alberti and
                  Evelina Lamma},
  title        = {Probabilistic inductive constraint logic},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {723--754},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05911-6},
  doi          = {10.1007/S10994-020-05911-6},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/RiguzziBZAL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/RomeCKZ21,
  author       = {Scott Rome and
                  Tianwen Chen and
                  Michael Kreisel and
                  Ding Zhou},
  title        = {Lessons on off-policy methods from a notification component of a chatbot},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2577--2602},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05978-9},
  doi          = {10.1007/S10994-021-05978-9},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/RomeCKZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SchaarAFGSWMJLE21,
  author       = {Mihaela van der Schaar and
                  Ahmed M. Alaa and
                  R. Andres Floto and
                  Alexander Gimson and
                  Stefan Scholtes and
                  Angela M. Wood and
                  Eoin F. McKinney and
                  Daniel Jarrett and
                  Pietro Li{\'{o}} and
                  Ari Ercole},
  title        = {How artificial intelligence and machine learning can help healthcare
                  systems respond to {COVID-19}},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {1--14},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05928-x},
  doi          = {10.1007/S10994-020-05928-X},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/SchaarAFGSWMJLE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SebertPZGS21,
  author       = {Arnaud Grivet S{\'{e}}bert and
                  Rafael Pinot and
                  Martin Zuber and
                  C{\'{e}}dric Gouy{-}Pailler and
                  Renaud Sirdey},
  title        = {{SPEED:} secure, PrivatE, and efficient deep learning},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {4},
  pages        = {675--694},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05970-3},
  doi          = {10.1007/S10994-021-05970-3},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SebertPZGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ShangLQ0MY21,
  author       = {Wenjie Shang and
                  Qingyang Li and
                  Zhiwei (Tony) Qin and
                  Yang Yu and
                  Yiping Meng and
                  Jieping Ye},
  title        = {Partially observable environment estimation with uplift inference
                  for reinforcement learning based recommendation},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2603--2640},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05969-w},
  doi          = {10.1007/S10994-021-05969-W},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ShangLQ0MY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ShiBRCRXC21,
  author       = {Junjie Shi and
                  Jiang Bian and
                  Jakob Richter and
                  Kuan{-}Hsun Chen and
                  J{\"{o}}rg Rahnenf{\"{u}}hrer and
                  Haoyi Xiong and
                  Jian{-}Jia Chen},
  title        = {{MODES:} model-based optimization on distributed embedded systems},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1527--1547},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06014-6},
  doi          = {10.1007/S10994-021-06014-6},
  timestamp    = {Mon, 11 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ShiBRCRXC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ShiGHCW21,
  author       = {Dai Shi and
                  Junbin Gao and
                  Xia Hong and
                  S. T. Boris Choy and
                  Zhiyong Wang},
  title        = {Coupling matrix manifolds assisted optimization for optimal transport
                  problems},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {533--558},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05931-2},
  doi          = {10.1007/S10994-020-05931-2},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ShiGHCW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ShiGLDH21,
  author       = {Wanli Shi and
                  Bin Gu and
                  Xiang Li and
                  Cheng Deng and
                  Heng Huang},
  title        = {Triply stochastic gradient method for large-scale nonlinear similar
                  unlabeled classification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2005--2033},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05980-1},
  doi          = {10.1007/S10994-021-05980-1},
  timestamp    = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ShiGLDH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SkirzynskiBL21,
  author       = {Julian Skirzynski and
                  Frederic Becker and
                  Falk Lieder},
  title        = {Automatic discovery of interpretable planning strategies},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2641--2683},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05963-2},
  doi          = {10.1007/S10994-021-05963-2},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/SkirzynskiBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SkrljMLP21,
  author       = {Blaz Skrlj and
                  Matej Martinc and
                  Nada Lavrac and
                  Senja Pollak},
  title        = {autoBOT: evolving neuro-symbolic representations for explainable low
                  resource text classification},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {989--1028},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05968-x},
  doi          = {10.1007/S10994-021-05968-X},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/SkrljMLP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SourekZK21,
  author       = {Gustav Sourek and
                  Filip Zelezn{\'{y}} and
                  Ondrej Kuzelka},
  title        = {Beyond graph neural networks with lifted relational neural networks},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1695--1738},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06017-3},
  doi          = {10.1007/S10994-021-06017-3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SourekZK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/StankovaPMP21,
  author       = {Marija Stankova and
                  Stiene Praet and
                  David Martens and
                  Foster J. Provost},
  title        = {Node classification over bipartite graphs through projection},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {1},
  pages        = {37--87},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05898-0},
  doi          = {10.1007/S10994-020-05898-0},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/StankovaPMP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SteiningerKDKH21,
  author       = {Michael Steininger and
                  Konstantin Kobs and
                  Padraig Davidson and
                  Anna Krause and
                  Andreas Hotho},
  title        = {Density-based weighting for imbalanced regression},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2187--2211},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06023-5},
  doi          = {10.1007/S10994-021-06023-5},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SteiningerKDKH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/SuarezGH21,
  author       = {Juan{-}Luis Su{\'{a}}rez and
                  Salvador Garc{\'{\i}}a and
                  Francisco Herrera},
  title        = {Ordinal regression with explainable distance metric learning based
                  on ordered sequences},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2729--2762},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06010-w},
  doi          = {10.1007/S10994-021-06010-W},
  timestamp    = {Mon, 19 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SuarezGH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/TabakTZ21,
  author       = {Esteban G. Tabak and
                  Giulio Trigila and
                  Wenjun Zhao},
  title        = {Data driven conditional optimal transport},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {3135--3155},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06060-0},
  doi          = {10.1007/S10994-021-06060-0},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/TabakTZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/TomkinsLKM21,
  author       = {Sabina Tomkins and
                  Peng Liao and
                  Predrag V. Klasnja and
                  Susan A. Murphy},
  title        = {IntelligentPooling: practical Thompson sampling for mHealth},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {9},
  pages        = {2685--2727},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05995-8},
  doi          = {10.1007/S10994-021-05995-8},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/TomkinsLKM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/Travis-LumerG21,
  author       = {Yael Travis{-}Lumer and
                  Yair Goldberg},
  title        = {Kernel machines for current status data},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {2},
  pages        = {349--391},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05930-3},
  doi          = {10.1007/S10994-020-05930-3},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/Travis-LumerG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/TruongL21,
  author       = {Quoc{-}Tuan Truong and
                  Hady W. Lauw},
  title        = {Variational learning from implicit bandit feedback},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2085--2105},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06028-0},
  doi          = {10.1007/S10994-021-06028-0},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/TruongL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/VargaftikKOB21,
  author       = {Shay Vargaftik and
                  Isaac Keslassy and
                  Ariel Orda and
                  Yaniv Ben{-}Itzhak},
  title        = {{RADE:} resource-efficient supervised anomaly detection using decision
                  tree-based ensemble methods},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2835--2866},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06047-x},
  doi          = {10.1007/S10994-021-06047-X},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/VargaftikKOB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/VourosLCV21,
  author       = {Avgoustinos Vouros and
                  Stephen Langdell and
                  Mike Croucher and
                  Eleni Vasilaki},
  title        = {An empirical comparison between stochastic and deterministic centroid
                  initialisation for K-means variations},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {1975--2003},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06021-7},
  doi          = {10.1007/S10994-021-06021-7},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/VourosLCV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WangGSYCS21,
  author       = {Wei Wang and
                  Bing Guo and
                  Yan Shen and
                  Han Yang and
                  Yaosen Chen and
                  Xinhua Suo},
  title        = {Robust supervised topic models under label noise},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {5},
  pages        = {907--931},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05967-y},
  doi          = {10.1007/S10994-021-05967-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/WangGSYCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WatsonW21,
  author       = {David S. Watson and
                  Marvin N. Wright},
  title        = {Testing conditional independence in supervised learning algorithms},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {8},
  pages        = {2107--2129},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06030-6},
  doi          = {10.1007/S10994-021-06030-6},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/WatsonW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WeiYWDZ21,
  author       = {Shaowei Wei and
                  Guoxian Yu and
                  Jun Wang and
                  Carlotta Domeniconi and
                  Xiangliang Zhang},
  title        = {Multiple clusterings of heterogeneous information networks},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {6},
  pages        = {1505--1526},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06000-y},
  doi          = {10.1007/S10994-021-06000-Y},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/WeiYWDZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/WimalawarneM21,
  author       = {Kishan Wimalawarne and
                  Hiroshi Mamitsuka},
  title        = {Reshaped tensor nuclear norms for higher order tensor completion},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {3},
  pages        = {507--531},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-020-05927-y},
  doi          = {10.1007/S10994-020-05927-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/WimalawarneM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/YangWZZSLS21,
  author       = {Cong Yang and
                  Wenfeng Wang and
                  Yunhui Zhang and
                  Zhikai Zhang and
                  Lina Shen and
                  Yipeng Li and
                  John See},
  title        = {MLife: a lite framework for machine learning lifecycle initialization},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {11},
  pages        = {2993--3013},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06052-0},
  doi          = {10.1007/S10994-021-06052-0},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/YangWZZSLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/YoshidaTK21,
  author       = {Tomoki Yoshida and
                  Ichiro Takeuchi and
                  Masayuki Karasuyama},
  title        = {Distance metric learning for graph structured data},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1765--1811},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06009-3},
  doi          = {10.1007/S10994-021-06009-3},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/YoshidaTK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ZhangZL21,
  author       = {Xiaomin Zhang and
                  Xiaojin Zhu and
                  Po{-}Ling Loh},
  title        = {Provable training set debugging for linear regression},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2763--2834},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06040-4},
  doi          = {10.1007/S10994-021-06040-4},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ZhangZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ZhaoPACLH21,
  author       = {Xing Zhao and
                  Manos Papagelis and
                  Aijun An and
                  Bao Xin Chen and
                  Junfeng Liu and
                  Yonggang Hu},
  title        = {ZipLine: an optimized algorithm for the elastic bulk synchronous parallel
                  model},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {10},
  pages        = {2867--2903},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-06064-w},
  doi          = {10.1007/S10994-021-06064-W},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ZhaoPACLH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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