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@article{DBLP:journals/ml/0001BDS24, author = {Ashwin Srinivasan and A. Baskar and Tirtharaj Dash and Devanshu Shah}, title = {Composition of relational features with an application to explaining black-box predictors}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1091--1132}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06399-6}, doi = {10.1007/S10994-023-06399-6}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/0001BDS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/0001JLFCLXBZ24, author = {Geng Ji and Wentao Jiang and Jiang Li and Fahmid Morshed Fahid and Zhengxing Chen and Yinghua Li and Jun Xiao and Chongxi Bao and Zheqing Zhu}, title = {Correction to: Learning to bid and rank together in recommendation systems}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1509}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06496-6}, doi = {10.1007/S10994-023-06496-6}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/0001JLFCLXBZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AbuSalihAAAAAA24, author = {Bilal Abu{-}Salih and Mohammed Alweshah and Moutaz Alazab and Manaf Al{-}Okaily and Muteeb Alahmari and Mohammad Alhabashneh and Saleh Al{-}Sharaeh}, title = {Natural language inference model for customer advocacy detection in online customer engagement}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2249--2275}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06476-w}, doi = {10.1007/S10994-023-06476-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AbuSalihAAAAAA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AdarshG24, author = {V. Adarsh and G. R. Gangadharan}, title = {Mental stress detection from ultra-short heart rate variability using explainable graph convolutional network with network pruning and quantisation}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5467--5494}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06504-9}, doi = {10.1007/S10994-023-06504-9}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AdarshG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AguiarKC24, author = {Gabriel Aguiar and Bartosz Krawczyk and Alberto Cano}, title = {A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4165--4243}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06353-6}, doi = {10.1007/S10994-023-06353-6}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AguiarKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AlEssaAAM24, author = {Malik Al{-}Essa and Giuseppina Andresini and Annalisa Appice and Donato Malerba}, title = {{PANACEA:} a neural model ensemble for cyber-threat detection}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5379--5422}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06470-2}, doi = {10.1007/S10994-023-06470-2}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AlEssaAAM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ApostolopoulosWWXZVZM24, author = {Pavlos Athanasios Apostolopoulos and Zehui Wang and Hanson Wang and Tenghyu Xu and Chad Zhou and Kittipat Virochsiri and Norm Zhou and Igor L. Markov}, title = {Personalization for web-based services using offline reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3049--3071}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06525-y}, doi = {10.1007/S10994-024-06525-Y}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ApostolopoulosWWXZVZM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ArachchiT24, author = {Chamalee Wickrama Arachchi and Nikolaj Tatti}, title = {Jaccard-constrained dense subgraph discovery}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {7103--7125}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06595-y}, doi = {10.1007/S10994-024-06595-Y}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ArachchiT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ArachchiT24a, author = {Chamalee Wickrama Arachchi and Nikolaj Tatti}, title = {Recurrent segmentation meets block models in temporal networks}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5623--5653}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06507-6}, doi = {10.1007/S10994-023-06507-6}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ArachchiT24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AriuOPY24, author = {Kaito Ariu and Jungseul Ok and Alexandre Prouti{\`{e}}re and Seyoung Yun}, title = {Optimal clustering from noisy binary feedback}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2733--2764}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06532-z}, doi = {10.1007/S10994-024-06532-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AriuOPY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ArrigoniRS24, author = {Valentina Arrigoni and Luisa Repele and Dario Marino Saccavino}, title = {Textmatcher: cross-attentional neural network to compare image and text}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2045--2066}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06418-6}, doi = {10.1007/S10994-023-06418-6}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ArrigoniRS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ArutyunovaGRSW24, author = {Anna Arutyunova and Anna Gro{\ss}wendt and Heiko R{\"{o}}glin and Melanie Schmidt and Julian Wargalla}, title = {Upper and lower bounds for complete linkage in general metric spaces}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {489--518}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06486-8}, doi = {10.1007/S10994-023-06486-8}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ArutyunovaGRSW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AskiCDRZV24, author = {Vidyadhar Jinnappa Aski and Rugved Sanjay Chavan and Vijaypal Singh Dhaka and Geeta Rani and Ester Zumpano and Eugenio Vocaturo}, title = {Forecasting of mobile network traffic and spatio-temporal analysis using modLSTM}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2277--2300}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06471-1}, doi = {10.1007/S10994-023-06471-1}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AskiCDRZV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AzevedoRP24, author = {Beatriz Flamia Azevedo and Ana Maria A. C. Rocha and Ana I. Pereira}, title = {Hybrid approaches to optimization and machine learning methods: a systematic literature review}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4055--4097}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06467-x}, doi = {10.1007/S10994-023-06467-X}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AzevedoRP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BanisheikholeslamiQ24, author = {Abolhassan Banisheikholeslami and Farhad Qaderi}, title = {Applied machine learning to the determination of biochar hydrogen sulfide adsorption capacity}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3419--3441}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06446-2}, doi = {10.1007/S10994-023-06446-2}, timestamp = {Sat, 18 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BanisheikholeslamiQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BansalLK24, author = {Yogesh Bansal and David Lillis and M. Tahar Kechadi}, title = {Correction to: {A} neural meta-model for predicting winter wheat crop yield}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3353}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06535-w}, doi = {10.1007/S10994-024-06535-W}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BansalLK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BansalLK24a, author = {Yogesh Bansal and David Lillis and M. Tahar Kechadi}, title = {A neural meta model for predicting winter wheat crop yield}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3771--3788}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06455-1}, doi = {10.1007/S10994-023-06455-1}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BansalLK24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BarataTHV24, author = {Ant{\'{o}}nio Pereira Barata and Frank W. Takes and H. Jaap van den Herik and Cor J. Veenman}, title = {Fair tree classifier using strong demographic parity}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3305--3324}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06376-z}, doi = {10.1007/S10994-023-06376-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BarataTHV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BasteriT24, author = {Andrea Basteri and Dario Trevisan}, title = {Quantitative Gaussian approximation of randomly initialized deep neural networks}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6373--6393}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06578-z}, doi = {10.1007/S10994-024-06578-Z}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BasteriT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BattagliaPP24, author = {Elena Battaglia and Federico Peiretti and Ruggero G. Pensa}, title = {Fast parameterless prototype-based co-clustering}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2153--2181}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06474-y}, doi = {10.1007/S10994-023-06474-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BattagliaPP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BechetF24, author = {Denis B{\'{e}}chet and Annie Foret}, title = {Incremental learning of iterated dependencies}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2841--2875}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05947-2}, doi = {10.1007/S10994-021-05947-2}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BechetF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BeesonM24, author = {Alex Beeson and Giovanni Montana}, title = {Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {443--488}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06458-y}, doi = {10.1007/S10994-023-06458-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BeesonM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Bekkemoen24, author = {Yanzhe Bekkemoen}, title = {Explainable reinforcement learning {(XRL):} a systematic literature review and taxonomy}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {355--441}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06479-7}, doi = {10.1007/S10994-023-06479-7}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Bekkemoen24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BenesseGLB24, author = {Cl{\'{e}}ment Benesse and Fabrice Gamboa and Jean{-}Michel Loubes and Thibaut Boissin}, title = {Fairness seen as global sensitivity analysis}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3205--3232}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06202-y}, doi = {10.1007/S10994-022-06202-Y}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BenesseGLB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BerenguerMT24, author = {Alberto Berenguer and Jose{-}Norberto Maz{\'{o}}n and David Tom{\'{a}}s}, title = {Word embeddings for retrieving tabular data from research publications}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2227--2248}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06472-0}, doi = {10.1007/S10994-023-06472-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BerenguerMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasCBLPP24, author = {Dimitris Bertsimas and Kimberly Villalobos Carballo and L{\'{e}}onard Boussioux and Michael Lingzhi Li and Alex Paskov and Ivan S. Paskov}, title = {Holistic deep learning}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {159--183}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06482-y}, doi = {10.1007/S10994-023-06482-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BertsimasCBLPP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasJ24, author = {Dimitris Bertsimas and Nicholas A. G. Johnson}, title = {Compressed sensing: a discrete optimization approach}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6725--6764}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06577-0}, doi = {10.1007/S10994-024-06577-0}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BertsimasJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BolorunduroZB24, author = {Janet Oluwasola Bolorunduro and Zhaonian Zou and Mohamed Jaward Bah}, title = {An effective keyword search co-occurrence multi-layer graph mining approach}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5773--5806}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06528-9}, doi = {10.1007/S10994-024-06528-9}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BolorunduroZB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BougahamALF24, author = {Arnaud Bougaham and Mohammed El Adoui and Isabelle Linden and Beno{\^{\i}}t Fr{\'{e}}nay}, title = {Composite score for anomaly detection in imbalanced real-world industrial dataset}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4381--4406}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06415-9}, doi = {10.1007/S10994-023-06415-9}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BougahamALF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BoulierisPXV24, author = {Petros Boulieris and John Pavlopoulos and Alexandros Xenos and Vasilis Vassalos}, title = {Fraud detection with natural language processing}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5087--5108}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06354-5}, doi = {10.1007/S10994-023-06354-5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BoulierisPXV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrabandereBHMD24, author = {Arne De Brabandere and Tim Op De Be{\'{e}}ck and Kilian Hendrickx and Wannes Meert and Jesse Davis}, title = {TSFuse: automated feature construction for multiple time series data}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5001--5056}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-06096-2}, doi = {10.1007/S10994-021-06096-2}, timestamp = {Sun, 18 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BrabandereBHMD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BueffB24, author = {Andreas C. Bueff and Vaishak Belle}, title = {Learning explanatory logical rules in non-linear domains: a neuro-symbolic approach}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4579--4614}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06538-7}, doi = {10.1007/S10994-024-06538-7}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BueffB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BuzaevGCK24, author = {Fedor Buzaev and Jiexing Gao and Ivan Chuprov and Evgeniy Kazakov}, title = {Hybrid acceleration techniques for the physics-informed neural networks: a comparative analysis}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3675--3692}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06442-6}, doi = {10.1007/S10994-023-06442-6}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BuzaevGCK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CacciarelliK24, author = {Davide Cacciarelli and Murat Kulahci}, title = {Active learning for data streams: a survey}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {185--239}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06454-2}, doi = {10.1007/S10994-023-06454-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CacciarelliK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CandelieriPA24, author = {Antonio Candelieri and Andrea Ponti and Francesco Archetti}, title = {Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2701--2731}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06515-0}, doi = {10.1007/S10994-024-06515-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CandelieriPA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CarlevaroADM24, author = {Alberto Carlevaro and Teodoro Alamo and Fabrizio Dabbene and Maurizio Mongelli}, title = {Conformal predictions for probabilistically robust scalable machine learning classification}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6645--6661}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06571-6}, doi = {10.1007/S10994-024-06571-6}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CarlevaroADM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerqueiraMS24, author = {V{\'{\i}}tor Cerqueira and Nuno Moniz and Carlos Soares}, title = {{VEST:} automatic feature engineering for forecasting}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4523--4545}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05959-y}, doi = {10.1007/S10994-021-05959-Y}, timestamp = {Sat, 06 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CerqueiraMS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenSEZ24, author = {Zhong Chen and Victor S. Sheng and Andrea Edwards and Kun Zhang}, title = {Cost-sensitive sparse group online learning for imbalanced data streams}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4407--4444}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06403-z}, doi = {10.1007/S10994-023-06403-Z}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenSEZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenSLX24, author = {Tonglin Chen and Zhimeng Shen and Bin Li and Xiangyang Xue}, title = {Compositional scene modeling with global object-centric representations}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3505--3524}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06419-5}, doi = {10.1007/S10994-023-06419-5}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenSLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenWMXHR24, author = {Zhen Chen and Fu Wang and Ronghui Mu and Peipei Xu and Xiaowei Huang and Wenjie Ruan}, title = {Nrat: towards adversarial training with inherent label noise}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3589--3610}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06437-3}, doi = {10.1007/S10994-023-06437-3}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenWMXHR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChiuM24, author = {Chun Wai Chiu and Leandro L. Minku}, title = {Smoclust: synthetic minority oversampling based on stream clustering for evolving data streams}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4671--4721}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06420-y}, doi = {10.1007/S10994-023-06420-Y}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChiuM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ClarkWH24, author = {Benedict Clark and Rick Wilming and Stefan Haufe}, title = {{XAI-TRIS:} non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6871--6910}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06574-3}, doi = {10.1007/S10994-024-06574-3}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ClarkWH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DablainBKAC24, author = {Damien Dablain and Colin Bellinger and Bartosz Krawczyk and David W. Aha and Nitesh V. Chawla}, title = {Understanding imbalanced data: {XAI} {\&} interpretable {ML} framework}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3751--3769}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06414-w}, doi = {10.1007/S10994-023-06414-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DablainBKAC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DablainJBRC24, author = {Damien Dablain and Kristen N. Jacobson and Colin Bellinger and Mark Roberts and Nitesh V. Chawla}, title = {Understanding {CNN} fragility when learning with imbalanced data}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4785--4810}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06326-9}, doi = {10.1007/S10994-023-06326-9}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DablainJBRC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DamascenoRSWJCCB24, author = {Lucas P. Damasceno and Egzona Rexhepi and Allison Shafer and Ian Whitehouse and Nathalie Japkowicz and Charles C. Cavalcante and Roberto Corizzo and Zois Boukouvalas}, title = {Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2183--2205}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06424-8}, doi = {10.1007/S10994-023-06424-8}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DamascenoRSWJCCB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DamascenoRSWJCCB24a, author = {Lucas P. Damasceno and Egzona Rexhepi and Allison Shafer and Ian Whitehouse and Nathalie Japkowicz and Charles C. Cavalcante and Roberto Corizzo and Zois Boukouvalas}, title = {Correction to: Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {7127--7128}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06580-5}, doi = {10.1007/S10994-024-06580-5}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DamascenoRSWJCCB24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DavisBDJMRHR24, author = {Jesse Davis and Lotte Bransen and Laurens Devos and Arne Jaspers and Wannes Meert and Pieter Robberechts and Jan Van Haaren and Maaike Van Roy}, title = {Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6977--7010}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06585-0}, doi = {10.1007/S10994-024-06585-0}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DavisBDJMRHR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DekhovichTSB24, author = {Aleksandr Dekhovich and David M. J. Tax and Marcel H. F. Sluiter and Miguel A. Bessa}, title = {Neural network relief: a pruning algorithm based on neural activity}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2597--2618}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06516-z}, doi = {10.1007/S10994-024-06516-Z}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DekhovichTSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DenisHNS24, author = {Christophe Denis and Mohamed Hebiri and Boris Ndjia Njike and Xavier Siebert}, title = {Active learning algorithm through the lens of rejection arguments}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {753--788}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06494-8}, doi = {10.1007/S10994-023-06494-8}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DenisHNS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DharT24, author = {Sauptik Dhar and Bernardo Gonzalez Torres}, title = {DOC\({}^{\mbox{3}}\): deep one class classification using contradictions}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5109--5150}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06362-5}, doi = {10.1007/S10994-023-06362-5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DharT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DheurBIT24, author = {Victor Dheur and Tanguy Bosser and Rafael Izbicki and Souhaib Ben Taieb}, title = {Distribution-free conformal joint prediction regions for neural marked temporal point processes}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {7055--7102}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06594-z}, doi = {10.1007/S10994-024-06594-Z}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DheurBIT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DileoZ24, author = {Manuel Dileo and Matteo Zignani}, title = {Discrete-time graph neural networks for transaction prediction in Web3 social platforms}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6395--6412}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06579-y}, doi = {10.1007/S10994-024-06579-Y}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DileoZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DileoZG24, author = {Manuel Dileo and Matteo Zignani and Sabrina Gaito}, title = {Temporal graph learning for dynamic link prediction with text in online social networks}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2207--2226}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06475-x}, doi = {10.1007/S10994-023-06475-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DileoZG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DoNTATPM24, author = {Thanh Duy Do and Thuan Dinh Nguyen and Viet Cuong Ta and Duong Tran Anh and Tuyet{-}Hanh Tran Thi and Diep Phan and Son T. Mai}, title = {Dynamic weighted ensemble for diarrhoea incidence predictions}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2129--2152}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06465-z}, doi = {10.1007/S10994-023-06465-Z}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DoNTATPM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DongLZ0L24, author = {Zhetong Dong and Hongwei Lin and Chi Zhou and Ben Zhang and Gengchen Li}, title = {Persistence B-spline grids: stable vector representation of persistence diagrams based on data fitting}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1373--1420}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06492-w}, doi = {10.1007/S10994-023-06492-W}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DongLZ0L24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DuYCLJXW24, author = {Yuntao Du and Haiyang Yang and Mingcai Chen and Hongtao Luo and Juan Jiang and Yi Xin and Chongjun Wang}, title = {Generation, augmentation, and alignment: a pseudo-source domain based method for source-free domain adaptation}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3611--3631}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06432-8}, doi = {10.1007/S10994-023-06432-8}, timestamp = {Sat, 18 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DuYCLJXW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EliadesP24, author = {Charalambos Eliades and Harris Papadopoulos}, title = {{ICM} ensemble with novel betting functions for concept drift}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6911--6944}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06593-0}, doi = {10.1007/S10994-024-06593-0}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/EliadesP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ElreedyAK24, author = {Dina Elreedy and Amir F. Atiya and Firuz Kamalov}, title = {A theoretical distribution analysis of synthetic minority oversampling technique {(SMOTE)} for imbalanced learning}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4903--4923}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06296-4}, doi = {10.1007/S10994-022-06296-4}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ElreedyAK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EspositoCL24, author = {Roberto Esposito and Mattia Cerrato and Marco Locatelli}, title = {Partitioned least squares}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6839--6869}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06582-3}, doi = {10.1007/S10994-024-06582-3}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/EspositoCL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EtienamLWZ24, author = {Clement Etienam and Kody J. H. Law and Sara Wade and Vitaly Zankin}, title = {Fast deep mixtures of Gaussian process experts}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1483--1508}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06491-x}, doi = {10.1007/S10994-023-06491-X}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EtienamLWZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EyraudA24, author = {R{\'{e}}mi Eyraud and St{\'{e}}phane Ayache}, title = {Distillation of weighted automata from recurrent neural networks using a spectral approach}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3233--3266}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05948-1}, doi = {10.1007/S10994-021-05948-1}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/EyraudA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FuhWP24, author = {Cheng{-}Der Fuh and Chuan{-}Ju Wang and Chen{-}Hung Pai}, title = {Markov chain importance sampling for minibatches}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {789--814}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06489-5}, doi = {10.1007/S10994-023-06489-5}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FuhWP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GaudreaultB24, author = {Jean{-}Gabriel Gaudreault and Paula Branco}, title = {Empirical analysis of performance assessment for imbalanced classification}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5533--5575}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06497-5}, doi = {10.1007/S10994-023-06497-5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GaudreaultB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GerminoMC24, author = {Joe Germino and Nuno Moniz and Nitesh V. Chawla}, title = {FairMOE: counterfactually-fair mixture of experts with levels of interpretability}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6539--6559}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06583-2}, doi = {10.1007/S10994-024-06583-2}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GerminoMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GevaertRBVBS24, author = {Arne Gevaert and Axel{-}Jan Rousseau and Thijs Becker and Dirk Valkenborg and Tijl De Bie and Yvan Saeys}, title = {Evaluating feature attribution methods in the image domain}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6019--6064}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06550-x}, doi = {10.1007/S10994-024-06550-X}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GevaertRBVBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GhoshBCBKJ24, author = {Kushankur Ghosh and Colin Bellinger and Roberto Corizzo and Paula Branco and Bartosz Krawczyk and Nathalie Japkowicz}, title = {The class imbalance problem in deep learning}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4845--4901}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06268-8}, doi = {10.1007/S10994-022-06268-8}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GhoshBCBKJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GhoshKCDKLZM24, author = {Susobhan Ghosh and Raphael Kim and Prasidh Chhabria and Raaz Dwivedi and Predrag Klasnja and Peng Liao and Kelly W. Zhang and Susan A. Murphy}, title = {Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {3961--3997}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06526-x}, doi = {10.1007/S10994-024-06526-X}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GhoshKCDKLZM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GiletGDF24, author = {Cyprien Gilet and Marie Guyomard and S{\'{e}}bastien Destercke and Lionel Fillatre}, title = {Softmin discrete minimax classifier for imbalanced classes and prior probability shifts}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {605--645}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06397-8}, doi = {10.1007/S10994-023-06397-8}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GiletGDF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Girish0S24, author = {Gayathri Girish and Deepak Mishra and Subrahamanian Moosath K. S.}, title = {Utilising energy function and variational inference training for learning a graph neural network architecture}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1219--1241}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06513-2}, doi = {10.1007/S10994-024-06513-2}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Girish0S24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GlanoisWZLYHL24, author = {Claire Glanois and Paul Weng and Matthieu Zimmer and Dong Li and Tianpei Yang and Jianye Hao and Wulong Liu}, title = {A survey on interpretable reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5847--5890}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06543-w}, doi = {10.1007/S10994-024-06543-W}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GlanoisWZLYHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GoethalsMC24, author = {Sofie Goethals and David Martens and Toon Calders}, title = {PreCoF: counterfactual explanations for fairness}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3111--3142}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06319-8}, doi = {10.1007/S10994-023-06319-8}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GoethalsMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GuiZGN24, author = {Qian Gui and Hong Zhou and Na Guo and Baoning Niu}, title = {A survey of class-imbalanced semi-supervised learning}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5057--5086}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06344-7}, doi = {10.1007/S10994-023-06344-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GuiZGN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GulloMT24, author = {Francesco Gullo and Domenico Mandaglio and Andrea Tagarelli}, title = {Neural discovery of balance-aware polarized communities}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6611--6644}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06581-4}, doi = {10.1007/S10994-024-06581-4}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GulloMT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GunasekaraPGB24, author = {Nuwan Gunasekara and Bernhard Pfahringer and Heitor Murilo Gomes and Albert Bifet}, title = {Gradient boosted trees for evolving data streams}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3325--3352}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06517-y}, doi = {10.1007/S10994-024-06517-Y}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GunasekaraPGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GutierrezVP24, author = {Tom{\'{a}}s Gutierrez and Davi Vallad{\~{a}}o and Bernardo K. Pagnoncelli}, title = {PolieDRO: a novel classification and regression framework with non-parametric data-driven regularization}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5807--5846}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06544-9}, doi = {10.1007/S10994-024-06544-9}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GutierrezVP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HaiNLNT24, author = {Nam Le Hai and Trang Nguyen and Ngo Van Linh and Thien Huu Nguyen and Khoat Than}, title = {Continual variational dropout: a view of auxiliary local variables in continual learning}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {281--323}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06487-7}, doi = {10.1007/S10994-023-06487-7}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HaiNLNT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HammoudehL24, author = {Zayd Hammoudeh and Daniel Lowd}, title = {Training data influence analysis and estimation: a survey}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2351--2403}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06495-7}, doi = {10.1007/S10994-023-06495-7}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HammoudehL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HanMJG24, author = {Andi Han and Bamdev Mishra and Pratik Jawanpuria and Junbin Gao}, title = {Differentially private Riemannian optimization}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1133--1161}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06508-5}, doi = {10.1007/S10994-023-06508-5}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HanMJG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HanMJG24a, author = {Andi Han and Bamdev Mishra and Pratik Jawanpuria and Junbin Gao}, title = {Riemannian block {SPD} coupling manifold and its application to optimal transport}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1595--1622}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06258-w}, doi = {10.1007/S10994-022-06258-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HanMJG24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Hancer24, author = {Emrah Hancer}, title = {An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {4977--5000}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05990-z}, doi = {10.1007/S10994-021-05990-Z}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Hancer24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HanhMRLDP24, author = {Tran Thi Hong Hanh and Matej Martinc and Andraz Repar and Nikola Ljubesic and Antoine Doucet and Senja Pollak}, title = {Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4285--4314}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06506-7}, doi = {10.1007/S10994-023-06506-7}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HanhMRLDP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HaradaK24, author = {Shonosuke Harada and Hisashi Kashima}, title = {InfoCEVAE: treatment effect estimation with hidden confounding variables matching}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1799--1817}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06246-0}, doi = {10.1007/S10994-022-06246-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HaradaK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HeDL24, author = {Hao{-}Yuan He and Wang{-}Zhou Dai and Ming Li}, title = {Reduced implication-bias logic loss for neuro-symbolic learning}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3357--3377}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06436-4}, doi = {10.1007/S10994-023-06436-4}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HeDL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HeWQZ24, author = {Yi{-}Xiao He and Yu{-}Chang Wu and Chao Qian and Zhi{-}Hua Zhou}, title = {Margin distribution and structural diversity guided ensemble pruning}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3545--3567}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06429-3}, doi = {10.1007/S10994-023-06429-3}, timestamp = {Sat, 18 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HeWQZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HeeseWMFP24, author = {Raoul Heese and Moritz Wolter and Sascha M{\"{u}}cke and Lukas Franken and Nico Piatkowski}, title = {On the effects of biased quantum random numbers on the initialization of artificial neural networks}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1189--1217}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06490-y}, doi = {10.1007/S10994-023-06490-Y}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HeeseWMFP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HeinrichSVL24, author = {Ren{\'{e}} Heinrich and Christoph Scholz and Stephan Vogt and Malte Lehna}, title = {Targeted adversarial attacks on wind power forecasts}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {863--889}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06396-9}, doi = {10.1007/S10994-023-06396-9}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HeinrichSVL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HendrickxPPMD24, author = {Kilian Hendrickx and Lorenzo Perini and Dries Van der Plas and Wannes Meert and Jesse Davis}, title = {Machine learning with a reject option: a survey}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3073--3110}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06534-x}, doi = {10.1007/S10994-024-06534-X}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HendrickxPPMD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HepburnM24, author = {Charles A. Hepburn and Giovanni Montana}, title = {Model-based trajectory stitching for improved behavioural cloning and its applications}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {647--674}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06392-z}, doi = {10.1007/S10994-023-06392-Z}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HepburnM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HoarauLGDM24, author = {Arthur Hoarau and Vincent Lemaire and Yolande Le Gall and Jean{-}Christophe Dubois and Arnaud Martin}, title = {Evidential uncertainty sampling strategies for active learning}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6453--6474}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06567-2}, doi = {10.1007/S10994-024-06567-2}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HoarauLGDM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HofmanGHMSES24, author = {Omer Hofman and Amit Giloni and Yarin Hayun and Ikuya Morikawa and Toshiya Shimizu and Yuval Elovici and Asaf Shabtai}, title = {X-Detect: explainable adversarial patch detection for object detectors in retail}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6273--6292}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06548-5}, doi = {10.1007/S10994-024-06548-5}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HofmanGHMSES24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HossainYDHTYLH24, author = {Ramij Raja Hossain and Tianzhixi Yin and Yan Du and Renke Huang and Jie Tan and Wenhao Yu and Yuan Liu and Qiuhua Huang}, title = {Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2675--2700}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06422-w}, doi = {10.1007/S10994-023-06422-W}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HossainYDHTYLH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HryniewskaGB24, author = {Weronika Hryniewska and Adrianna Grudzien and Przemyslaw Biecek}, title = {LIMEcraft: handcrafted superpixel selection and inspection for Visual eXplanations}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3143--3160}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06204-w}, doi = {10.1007/S10994-022-06204-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HryniewskaGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuismanPR24, author = {Mike Huisman and Aske Plaat and Jan N. van Rijn}, title = {Subspace Adaptation Prior for Few-Shot Learning}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {725--752}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06393-y}, doi = {10.1007/S10994-023-06393-Y}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HuismanPR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuismanPR24a, author = {Mike Huisman and Aske Plaat and Jan N. van Rijn}, title = {Understanding transfer learning and gradient-based meta-learning techniques}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4113--4132}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06387-w}, doi = {10.1007/S10994-023-06387-W}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuismanPR24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuynhThuG24, author = {V{\^{a}}n Anh Huynh{-}Thu and Pierre Geurts}, title = {Optimizing model-agnostic random subspace ensembles}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {993--1042}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06427-5}, doi = {10.1007/S10994-023-06427-5}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HuynhThuG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IlhanKK24, author = {Emirhan Ilhan and Ahmet B. Koc and Suleyman S. Kozat}, title = {Exploiting residual errors in nonlinear online prediction}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6065--6091}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06554-7}, doi = {10.1007/S10994-024-06554-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IlhanKK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IwataC24, author = {Tomoharu Iwata and Yoichi Chikahara}, title = {Meta-learning for heterogeneous treatment effect estimation with closed-form solvers}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6093--6114}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06546-7}, doi = {10.1007/S10994-024-06546-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IwataC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JainR24, author = {Sambhav Jain and Reshma Rastogi}, title = {Parametric non-parallel support vector machines for pattern classification}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1567--1594}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06238-0}, doi = {10.1007/S10994-022-06238-0}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JainR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JanischPL24, author = {Jarom{\'{\i}}r Janisch and Tom{\'{a}}s Pevn{\'{y}} and Viliam Lis{\'{y}}}, title = {Classification with costly features in hierarchical deep sets}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4487--4522}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06565-4}, doi = {10.1007/S10994-024-06565-4}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JanischPL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JanjuaSWMMW24, author = {Muhammad Kamran Janjua and Haseeb Shah and Martha White and Erfan Miahi and Marlos C. Machado and Adam White}, title = {GVFs in the real world: making predictions online for water treatment}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5151--5181}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06413-x}, doi = {10.1007/S10994-023-06413-X}, timestamp = {Sun, 18 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JanjuaSWMMW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JiJLFCLXBZ24, author = {Geng Ji and Wentao Jiang and Jiang Li and Fahmid Morshed Fahid and Zhengxing Chen and Yinghua Li and Jun Xiao and Chongxi Bao and Zheqing Zhu}, title = {Learning to bid and rank together in recommendation systems}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2559--2573}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06444-4}, doi = {10.1007/S10994-023-06444-4}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JiJLFCLXBZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JiaZ24, author = {Chen Jia and Yue Zhang}, title = {Meta-learning the invariant representation for domain generalization}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1661--1681}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06256-y}, doi = {10.1007/S10994-022-06256-Y}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JiaZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JiangKLZ24, author = {Shaofeng H.{-}C. Jiang and Robert Krauthgamer and Jianing Lou and Yubo Zhang}, title = {Coresets for kernel clustering}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5891--5906}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06540-z}, doi = {10.1007/S10994-024-06540-Z}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JiangKLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JiangZK24, author = {Xiaotong Jiang and Xin Zhou and Michael R. Kosorok}, title = {Deep doubly robust outcome weighted learning}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {815--842}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06484-w}, doi = {10.1007/S10994-023-06484-W}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/JiangZK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JinLM24, author = {Ruidong Jin and Xin Liu and Tsuyoshi Murata}, title = {Predicting potential real-time donations in YouTube live streaming services via continuous-time dynamic graphs}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2093--2127}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06449-z}, doi = {10.1007/S10994-023-06449-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JinLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JinSLX24, author = {Zhiyu Jin and Xuli Shen and Bin Li and Xiangyang Xue}, title = {Style spectroscope: improve interpretability and controllability through Fourier analysis}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3485--3503}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06435-5}, doi = {10.1007/S10994-023-06435-5}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JinSLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KabanR24, author = {Ata Kab{\'{a}}n and Henry W. J. Reeve}, title = {Structure discovery in PAC-learning by random projections}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5685--5730}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06531-0}, doi = {10.1007/S10994-024-06531-0}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KabanR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Kalpakis24, author = {Konstantinos Kalpakis}, title = {Consensus-relevance kNN and covariate shift mitigation}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {325--353}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06378-x}, doi = {10.1007/S10994-023-06378-X}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Kalpakis24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KazemiW24, author = {Ehsan Kazemi and Liqiang Wang}, title = {Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth black-box problems}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {97--120}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06409-7}, doi = {10.1007/S10994-023-06409-7}, timestamp = {Sat, 06 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KazemiW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KebriaeiHFRSFY24, author = {Emad Kebriaei and Ali Homayouni and Roghayeh Faraji and Armita Razavi and Azadeh Shakery and Heshaam Faili and Yadollah Yaghoobzadeh}, title = {Persian offensive language detection}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4359--4379}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06370-5}, doi = {10.1007/S10994-023-06370-5}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KebriaeiHFRSFY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KianiJS24, author = {Rasoul Kiani and Wei Jin and Victor S. Sheng}, title = {Survey on extreme learning machines for outlier detection}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5495--5531}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06375-0}, doi = {10.1007/S10994-023-06375-0}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KianiJS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KimK24, author = {Taeyoung Kim and Myungjoo Kang}, title = {Bounding the Rademacher complexity of Fourier neural operators}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2467--2498}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06533-y}, doi = {10.1007/S10994-024-06533-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KimK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KoryckiK24, author = {Lukasz Korycki and Bartosz Krawczyk}, title = {Correction: Adversarial concept drift detection under poisoning attacks for robust data stream mining}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3303--3304}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06459-x}, doi = {10.1007/S10994-023-06459-X}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KoryckiK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KuangL24, author = {Wenlan Kuang and Zhixin Li}, title = {Multi-label image classification with multi-layered multi-perspective dynamic semantic representation}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3443--3461}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06440-8}, doi = {10.1007/S10994-023-06440-8}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KuangL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KumpulainenT24, author = {Iiro Kumpulainen and Nikolaj Tatti}, title = {Dense subgraphs induced by edge labels}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1967--1987}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06377-y}, doi = {10.1007/S10994-023-06377-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KumpulainenT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KuratomiMLLP24, author = {Alejandro Kuratomi and Ioanna Miliou and Zed Lee and Tony Lindgren and Panagiotis Papapetrou}, title = {Ijuice: integer JUstIfied counterfactual explanations}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5731--5771}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06530-1}, doi = {10.1007/S10994-024-06530-1}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KuratomiMLLP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LauSS24, author = {Michael Lau and Tamara Schikowski and Holger Schwender}, title = {logicDT: a procedure for identifying response-associated interactions between binary predictors}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {933--992}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06488-6}, doi = {10.1007/S10994-023-06488-6}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LauSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiHLXXD24, author = {Xingjian Li and Di Hu and Xuhong Li and Haoyi Xiong and Cheng{-}Zhong Xu and Dejing Dou}, title = {Towards accurate knowledge transfer via target-awareness representation disentanglement}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {699--723}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06381-2}, doi = {10.1007/S10994-023-06381-2}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiHLXXD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiLJLL24, author = {Zezeng Li and Shenghao Li and Lianbao Jin and Na Lei and Zhongxuan Luo}, title = {OT-net: a reusable neural optimal transport solver}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1243--1268}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06493-9}, doi = {10.1007/S10994-023-06493-9}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiLJLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiPR24, author = {Tianyu Li and Doina Precup and Guillaume Rabusseau}, title = {Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2619--2653}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06164-1}, doi = {10.1007/S10994-022-06164-1}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiPR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiXKBWCY24, author = {Yuchen Li and Haoyi Xiong and Linghe Kong and Jiang Bian and Shuaiqiang Wang and Guihai Chen and Dawei Yin}, title = {GS\({}^{\mbox{2}}\)P: a generative pre-trained learning to rank model with over-parameterization for web-scale search}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5331--5349}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06469-9}, doi = {10.1007/S10994-023-06469-9}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiXKBWCY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiZL24, author = {Lan Li and De{-}Chuan Zhan and Xin{-}Chun Li}, title = {Aligning model outputs for class imbalanced non-IID federated learning}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1861--1884}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06241-5}, doi = {10.1007/S10994-022-06241-5}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiangDY24, author = {Wei Liang and Derui Ding and Hui Yu}, title = {Paf-tracker: a novel pre-frame auxiliary and fusion visual tracker}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5577--5600}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06466-y}, doi = {10.1007/S10994-023-06466-Y}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiangDY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiaoSDKT24, author = {Luofeng Liao and Li Shen and Jia Duan and Mladen Kolar and Dacheng Tao}, title = {Local AdaGrad-type algorithm for stochastic convex-concave optimization}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1819--1838}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06239-z}, doi = {10.1007/S10994-022-06239-Z}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiaoSDKT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuJLP24, author = {Mai Liu and Jichao Jiao and Ning Li and Min Pang}, title = {Task-decoupled interactive embedding network for object detection}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3829--3848}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06430-w}, doi = {10.1007/S10994-023-06430-W}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuJLP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuXYGZZWWG24, author = {Xiao{-}Yang Liu and Ziyi Xia and Hongyang Yang and Jiechao Gao and Daochen Zha and Ming Zhu and Christina Dan Wang and Zhaoran Wang and Jian Guo}, title = {Dynamic datasets and market environments for financial reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2795--2839}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06511-w}, doi = {10.1007/S10994-023-06511-W}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuXYGZZWWG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LoginovaTHKB24, author = {Ekaterina Loginova and Wai Kit Tsang and Guus van Heijningen and Louis{-}Philippe Kerkhove and Dries F. Benoit}, title = {Forecasting directional bitcoin price returns using aspect-based sentiment analysis on online text data}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4761--4784}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-06095-3}, doi = {10.1007/S10994-021-06095-3}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LoginovaTHKB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LopesCESYGXCW24, author = {Vasco Lopes and Fabio Maria Carlucci and Pedro M. Esperan{\c{c}}a and Marco Singh and Antoine Yang and Victor Gabillon and Hang Xu and Zewei Chen and Jun Wang}, title = {Manas: multi-agent neural architecture search}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {73--96}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06379-w}, doi = {10.1007/S10994-023-06379-W}, timestamp = {Thu, 25 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LopesCESYGXCW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LucaPZ24, author = {Thais Luca and Aline Paes and Gerson Zaverucha}, title = {Word embeddings-based transfer learning for boosted relational dependency networks}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1269--1302}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06404-y}, doi = {10.1007/S10994-023-06404-Y}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LucaPZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LusitoPG24, author = {Salvatore Lusito and Andrea Pugnana and Riccardo Guidotti}, title = {Solving imbalanced learning with outlier detection and features reduction}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5273--5330}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06448-0}, doi = {10.1007/S10994-023-06448-0}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LusitoPG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LyuDKW24, author = {Jiachen Lyu and Katharina Dost and Yun Sing Koh and J{\"{o}}rg Wicker}, title = {Regional bias in monolingual English language models}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6663--6696}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06555-6}, doi = {10.1007/S10994-024-06555-6}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LyuDKW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaJHWBJ24, author = {Xingjun Ma and Linxi Jiang and Hanxun Huang and Zejia Weng and James Bailey and Yu{-}Gang Jiang}, title = {Imbalanced gradients: a subtle cause of overestimated adversarial robustness}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2301--2326}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06328-7}, doi = {10.1007/S10994-023-06328-7}, timestamp = {Sat, 06 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MaJHWBJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaiMZNPL24, author = {Vincent Mai and Philippe Maisonneuve and Tianyu Zhang and Hadi Nekoei and Liam Paull and Antoine Lesage{-}Landry}, title = {Correction to: Multi-agent reinforcement learning for fast-timescale demand response of residential loads}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3355}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06514-1}, doi = {10.1007/S10994-024-06514-1}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MaiMZNPL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaiMZNPL24a, author = {Vincent Mai and Philippe Maisonneuve and Tianyu Zhang and Hadi Nekoei and Liam Paull and Antoine Lesage{-}Landry}, title = {Multi-agent reinforcement learning for fast-timescale demand response of residential loads}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5203--5234}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06460-4}, doi = {10.1007/S10994-023-06460-4}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MaiMZNPL24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MarkwaldD24, author = {Marco Markwald and Elena Demidova}, title = {{REFUEL:} rule extraction for imbalanced neural node classification}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6227--6246}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06569-0}, doi = {10.1007/S10994-024-06569-0}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MarkwaldD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MartonLBTS24, author = {Sascha Marton and Stefan L{\"{u}}dtke and Christian Bartelt and Andrej Tschalzev and Heiner Stuckenschmidt}, title = {Explaining neural networks without access to training data}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3633--3652}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06428-4}, doi = {10.1007/S10994-023-06428-4}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MartonLBTS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MeiLDSW24, author = {Hao Mei and Xiaoliang Lei and Longchao Da and Bin Shi and Hua Wei}, title = {Libsignal: an open library for traffic signal control}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5235--5271}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06412-y}, doi = {10.1007/S10994-023-06412-Y}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MeiLDSW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MichelioudakisA24, author = {Evangelos Michelioudakis and Alexander Artikis and Georgios Paliouras}, title = {Online semi-supervised learning of composite event rules by combining structure and mass-based predicate similarity}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1445--1481}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06447-1}, doi = {10.1007/S10994-023-06447-1}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MichelioudakisA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MignoneCC24, author = {Paolo Mignone and Roberto Corizzo and Michelangelo Ceci}, title = {Distributed and explainable {GHSOM} for anomaly detection in sensor networks}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4445--4486}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06501-y}, doi = {10.1007/S10994-023-06501-Y}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MignoneCC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MoharilVST24, author = {Ambarish Moharil and Joaquin Vanschoren and Prabhant Singh and Damian A. Tamburri}, title = {Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {7011--7053}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06568-1}, doi = {10.1007/S10994-024-06568-1}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MoharilVST24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MosheFBS24, author = {Ofir Moshe and Gil Fidel and Ron Bitton and Asaf Shabtai}, title = {Improving interpretability via regularization of neural activation sensitivity}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6165--6196}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06549-4}, doi = {10.1007/S10994-024-06549-4}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MosheFBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MoussaPDBR24, author = {Charles Moussa and Yash J. Patel and Vedran Dunjko and Thomas B{\"{a}}ck and Jan N. van Rijn}, title = {Hyperparameter importance and optimization of quantum neural networks across small datasets}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1941--1966}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06389-8}, doi = {10.1007/S10994-023-06389-8}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MoussaPDBR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MuRMN24, author = {Ronghui Mu and Wenjie Ruan and Leandro Soriano Marcolino and Qiang Ni}, title = {3DVerifier: efficient robustness verification for 3D point cloud models}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1771--1798}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06235-3}, doi = {10.1007/S10994-022-06235-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MuRMN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NaglikL24, author = {Iwo Naglik and Mateusz Lango}, title = {GMMSampling: a new model-based, data difficulty-driven resampling method for multi-class imbalanced data}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5183--5202}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06416-8}, doi = {10.1007/S10994-023-06416-8}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NaglikL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NalenzRA24, author = {Malte Nalenz and Julian Rodemann and Thomas Augustin}, title = {Learning de-biased regression trees and forests from complex samples}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3379--3398}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06439-1}, doi = {10.1007/S10994-023-06439-1}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NalenzRA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NaseerPHS24, author = {Mahum Naseer and Bharath Srinivas Prabakaran and Osman Hasan and Muhammad Shafique}, title = {UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2499--2526}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06314-z}, doi = {10.1007/S10994-023-06314-Z}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NaseerPHS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenNSF24, author = {Tuan T. Nguyen and Hoang H. Nguyen and Mina Sartipi and Marco Fisichella}, title = {LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6811--6837}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06592-1}, doi = {10.1007/S10994-024-06592-1}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NguyenNSF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenS24, author = {Dai Hai Nguyen and Tetsuya Sakurai}, title = {Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6697--6724}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06586-z}, doi = {10.1007/S10994-024-06586-Z}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NguyenS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NiSL24, author = {Mingze Ni and Zhensu Sun and Wei Liu}, title = {Reversible jump attack to textual classifiers with modification reduction}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {5907--5937}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06539-6}, doi = {10.1007/S10994-024-06539-6}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NiSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OtaJK24, author = {Kei Ota and Devesh K. Jha and Asako Kanezaki}, title = {A framework for training larger networks for deep Reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6115--6139}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06547-6}, doi = {10.1007/S10994-024-06547-6}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/OtaJK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PaczolayPMHR24, author = {Gabor Paczolay and Matteo Papini and Alberto Maria Metelli and Istv{\'{a}}n {\'{A}}. Harmati and Marcello Restelli}, title = {Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6475--6510}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06573-4}, doi = {10.1007/S10994-024-06573-4}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PaczolayPMHR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PapantonisB24, author = {Ioannis Papantonis and Vaishak Belle}, title = {Principled diverse counterfactuals in multilinear models}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1421--1443}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06411-z}, doi = {10.1007/S10994-023-06411-Z}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PapantonisB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ParkKZ24, author = {Young Woong Park and Jinhak Kim and Dan Zhu}, title = {Discordance minimization-based imputation algorithms for missing values in rating data}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {241--279}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06452-4}, doi = {10.1007/S10994-023-06452-4}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ParkKZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PavlopoulosKPMEVL24, author = {John Pavlopoulos and Maria Konstantinidou and Elpida Perdiki and Isabelle Marthot{-}Santaniello and Holger Essler and Georgios Vardakas and Aristidis Likas}, title = {Explainable dating of greek papyri images}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6765--6786}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06589-w}, doi = {10.1007/S10994-024-06589-W}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PavlopoulosKPMEVL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PavlopoulosRCSLBR24, author = {John Pavlopoulos and Alv Romell and Jacob Curman and Olof Steinert and Tony Lindgren and Markus Borg and Korbinian Randl}, title = {Automotive fault nowcasting with machine learning and natural language processing}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {843--861}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06398-7}, doi = {10.1007/S10994-023-06398-7}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PavlopoulosRCSLBR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PeiWZQXYC24, author = {Songwen Pei and Jiyao Wang and Bingxue Zhang and Wei Qin and Hai Xue and Xiaochun Ye and Mingsong Chen}, title = {{DPQ:} dynamic pseudo-mean mixed-precision quantization for pruned neural network}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4099--4112}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06453-3}, doi = {10.1007/S10994-023-06453-3}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PeiWZQXYC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PerezGLMB24, author = {Francisco de Arriba P{\'{e}}rez and Silvia Garc{\'{\i}}a{-}M{\'{e}}ndez and F{\'{a}}tima Leal and Benedita Malheiro and Juan{-}Carlos Burguillo}, title = {Exposing and explaining fake news on-the-fly}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4615--4637}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06527-w}, doi = {10.1007/S10994-024-06527-W}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PerezGLMB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PeruzzoSLNBLS24, author = {Elia Peruzzo and Enver Sangineto and Yahui Liu and Marco De Nadai and Wei Bi and Bruno Lepri and Nicu Sebe}, title = {Spatial entropy as an inductive bias for vision transformers}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6945--6975}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06570-7}, doi = {10.1007/S10994-024-06570-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PeruzzoSLNBLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PillutlaLMH24, author = {Krishna Pillutla and Yassine Laguel and J{\'{e}}r{\^{o}}me Malick and Za{\"{\i}}d Harchaoui}, title = {Federated learning with superquantile aggregation for heterogeneous data}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2955--3022}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06332-x}, doi = {10.1007/S10994-023-06332-X}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PillutlaLMH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PinzonPPV24, author = {Carlos Pinz{\'{o}}n and Catuscia Palamidessi and Pablo Piantanida and Frank Valencia}, title = {On the incompatibility of accuracy and equal opportunity}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2405--2434}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06331-y}, doi = {10.1007/S10994-023-06331-Y}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PinzonPPV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ProiettiRRRC24, author = {Michela Proietti and Alessio Ragno and Biagio La Rosa and Rino Ragno and Roberto Capobianco}, title = {Explainable {AI} in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2013--2044}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06369-y}, doi = {10.1007/S10994-023-06369-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ProiettiRRRC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PullarStreckerDFW24, author = {Zac Pullar{-}Strecker and Katharina Dost and Eibe Frank and J{\"{o}}rg Wicker}, title = {Hitting the target: stopping active learning at the cost-based optimum}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1529--1547}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06253-1}, doi = {10.1007/S10994-022-06253-1}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PullarStreckerDFW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QaraeiB24, author = {Mohammadreza Qaraei and Rohit Babbar}, title = {Meta-classifier free negative sampling for extreme multilabel classification}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {675--697}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06468-w}, doi = {10.1007/S10994-023-06468-W}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/QaraeiB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QinLWZ24, author = {Tian Qin and Long{-}Fei Li and Tian{-}Zuo Wang and Zhi{-}Hua Zhou}, title = {Tracking treatment effect heterogeneity in evolving environments}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3653--3673}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06421-x}, doi = {10.1007/S10994-023-06421-X}, timestamp = {Sat, 18 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/QinLWZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QinTX24, author = {Tianxiang Qin and Shikui Tu and Lei Xu}, title = {{IA-NGM:} {A} bidirectional learning method for neural graph matching with feature fusion}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1743--1769}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06255-z}, doi = {10.1007/S10994-022-06255-Z}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/QinTX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QuadriniCFDBBG24, author = {Michela Quadrini and Antonino Capuccio and Denise Falcone and Sebastian Daberdaku and Alessandro Blanda and Luca Bellanova and Gianluca Gerard}, title = {Stress detection with encoding physiological signals and convolutional neural network}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5655--5683}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06509-4}, doi = {10.1007/S10994-023-06509-4}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/QuadriniCFDBBG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RamonMEP24, author = {Yanou Ramon and David Martens and Theodoros Evgeniou and Stiene Praet}, title = {Can metafeatures help improve explanations of prediction models when using behavioral and textual data?}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4245--4284}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05981-0}, doi = {10.1007/S10994-021-05981-0}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RamonMEP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RanjbarMH24, author = {Niloofar Ranjbar and Saeedeh Momtazi and MohammadMehdi Homayoonpour}, title = {Explaining recommendation system using counterfactual textual explanations}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1989--2012}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06390-1}, doi = {10.1007/S10994-023-06390-1}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RanjbarMH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RaymaekersR24, author = {Jakob Raymaekers and Peter J. Rousseeuw}, title = {Transforming variables to central normality}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {4953--4975}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-05960-5}, doi = {10.1007/S10994-021-05960-5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RaymaekersR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RaymaekersRVY24, author = {Jakob Raymaekers and Peter J. Rousseeuw and Tim Verdonck and Ruicong Yao}, title = {Fast linear model trees by {PILOT}}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6561--6610}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06590-3}, doi = {10.1007/S10994-024-06590-3}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RaymaekersRVY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ReeveKB24, author = {Henry W. J. Reeve and Ata Kab{\'{a}}n and Jakramate Bootkrajang}, title = {Heterogeneous sets in dimensionality reduction and ensemble learning}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1683--1704}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06254-0}, doi = {10.1007/S10994-022-06254-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ReeveKB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RenH0LWZH24, author = {Lingfei Ren and Ruimin Hu and Yang Liu and Dengshi Li and Junhang Wu and Yilong Zang and Wenyi Hu}, title = {Improving fraud detection via imbalanced graph structure learning}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1069--1090}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06464-0}, doi = {10.1007/S10994-023-06464-0}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RenH0LWZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RiedelS24, author = {Ralf Riedel and Aviv Segev}, title = {Neural network structure simplification by assessing evolution in node weight magnitude}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3693--3710}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06438-2}, doi = {10.1007/S10994-023-06438-2}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RiedelS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RuanNSHZGLNWYLB24, author = {Sherry Ruan and Allen Nie and William Steenbergen and Jiayu He and J. Q. Zhang and Meng Guo and Yao Liu and Kyle Dang Nguyen and Catherine Y. Wang and Rui Ying and James A. Landay and Emma Brunskill}, title = {Reinforcement learning tutor better supported lower performers in a math task}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3023--3048}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06423-9}, doi = {10.1007/S10994-023-06423-9}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RuanNSHZGLNWYLB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SantosCSM24, author = {Pedro P. Santos and Diogo S. Carvalho and Alberto Sardinha and Francisco S. Melo}, title = {The impact of data distribution on Q-learning with function approximation}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6141--6163}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06564-5}, doi = {10.1007/S10994-024-06564-5}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SantosCSM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SebiaGA24, author = {Hana Sebia and Thomas Guyet and Etienne Audureau}, title = {SWoTTeD: an extension of tensor decomposition to temporal phenotyping}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {5939--5980}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06545-8}, doi = {10.1007/S10994-024-06545-8}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SebiaGA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SerraBurrielDCGGM24, author = {Feliu Serra{-}Burriel and Pedro Delicado and Fernando M. Cucchietti and Eduardo Graells{-}Garrido and Alex Gil and Imanol Eguskiza Mart{\'{\i}}nez}, title = {When are they coming? Understanding and forecasting the timeline of arrivals at the {FC} Barcelona stadium on match days}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2765--2794}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06499-3}, doi = {10.1007/S10994-023-06499-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SerraBurrielDCGGM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SerraN24, author = {Giuseppe Serra and Mathias Niepert}, title = {{L2XGNN:} learning to explain graph neural networks}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6787--6809}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06576-1}, doi = {10.1007/S10994-024-06576-1}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SerraN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShaoYG24, author = {Jie{-}Jing Shao and Xiaowen Yang and Lan{-}Zhe Guo}, title = {Open-set learning under covariate shift}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1643--1659}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06237-1}, doi = {10.1007/S10994-022-06237-1}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShaoYG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShenYHWZWYL24, author = {Jialiang Shen and Yu Yao and Shaoli Huang and Zhiyong Wang and Jing Zhang and Ruxing Wang and Jun Yu and Tongliang Liu}, title = {ProtoSimi: label correction for fine-grained visual categorization}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1903--1920}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06313-0}, doi = {10.1007/S10994-023-06313-0}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShenYHWZWYL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShiW24, author = {Wenya Shi and Gang Wu}, title = {New algorithms for trace-ratio problem with application to high-dimension and large-sample data dimensionality reduction}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {3889--3916}, year = {2024}, url = {https://doi.org/10.1007/s10994-020-05937-w}, doi = {10.1007/S10994-020-05937-W}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShiW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Shibata24, author = {Chihiro Shibata}, title = {Learning (k,l)-context-sensitive probabilistic grammars with nonparametric Bayesian approach}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3267--3301}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-06034-2}, doi = {10.1007/S10994-021-06034-2}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Shibata24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShuCQL24, author = {Wenhao Shu and Dongtao Cao and Wenbin Qian and Shipeng Li}, title = {Neighborhood relation-based incremental label propagation algorithm for partially labeled hybrid data}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6293--6339}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06560-9}, doi = {10.1007/S10994-024-06560-9}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShuCQL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShuWWHXAF24, author = {Senlin Shu and Haobo Wang and Zhuowei Wang and Bo Han and Tao Xiang and Bo An and Lei Feng}, title = {Online binary classification from similar and dissimilar data}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3463--3484}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06434-6}, doi = {10.1007/S10994-023-06434-6}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShuWWHXAF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SickingAPWWF24, author = {Joachim Sicking and Maram Akila and Maximilian Pintz and Tim Wirtz and Stefan Wrobel and Asja Fischer}, title = {Wasserstein dropout}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {3161--3204}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06230-8}, doi = {10.1007/S10994-022-06230-8}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SickingAPWWF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SinghLSS24, author = {Rahul Singh and Fang Liu and Yin Sun and Ness B. Shroff}, title = {Multi-armed bandits with dependent arms}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {45--71}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06457-z}, doi = {10.1007/S10994-023-06457-Z}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SinghLSS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SongMUS24, author = {Heon Song and Nariaki Mitsuo and Seiichi Uchida and Daiki Suehiro}, title = {No regret sample selection with noisy labels}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1163--1188}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06478-8}, doi = {10.1007/S10994-023-06478-8}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SongMUS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SulemKCD24, author = {D{\'{e}}borah Sulem and Henry Kenlay and Mihai Cucuringu and Xiaowen Dong}, title = {Graph similarity learning for change-point detection in dynamic networks}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {1--44}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06405-x}, doi = {10.1007/S10994-023-06405-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SulemKCD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SunTXZXJW24, author = {Haiting Sun and Peng Tian and Yun Xiong and Yao Zhang and Yali Xiang and Xing Jia and Haofen Wang}, title = {DynamiSE: dynamic signed network embedding for link prediction}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4037--4053}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06473-z}, doi = {10.1007/S10994-023-06473-Z}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SunTXZXJW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SurerAM24, author = {{\"{O}}zge S{\"{u}}rer and Daniel W. Apley and Edward C. Malthouse}, title = {Coefficient tree regression: fast, accurate and interpretable predictive modeling}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4723--4759}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-06091-7}, doi = {10.1007/S10994-021-06091-7}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SurerAM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SvenssonTEC24, author = {Hampus Gummesson Svensson and Christian Tyrchan and Ola Engkvist and Morteza Haghir Chehreghani}, title = {Utilizing reinforcement learning for de novo drug design}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4811--4843}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06519-w}, doi = {10.1007/S10994-024-06519-W}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SvenssonTEC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SzedmakHLR24, author = {S{\'{a}}ndor Szedm{\'{a}}k and Riikka Huusari and Tat Hong Duong Le and Juho Rousu}, title = {Scalable variable selection for two-view learning tasks with projection operators}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3525--3544}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06433-7}, doi = {10.1007/S10994-023-06433-7}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SzedmakHLR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TanTJZ24, author = {Peng Tan and Zhi{-}Hao Tan and Yuan Jiang and Zhi{-}Hua Zhou}, title = {Towards enabling learnware to handle heterogeneous feature spaces}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1839--1860}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06245-1}, doi = {10.1007/S10994-022-06245-1}, timestamp = {Sat, 27 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TanTJZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TangLM24, author = {Kejie Tang and Weidong Liu and Xiaojun Mao}, title = {Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4315--4357}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06537-8}, doi = {10.1007/S10994-024-06537-8}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TangLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TheodoropoulosZRKT24, author = {Spyros Theodoropoulos and Patrik Zajec and Joze M. Rozanec and Dimosthenis Kyriazis and Panayiotis Tsanakas}, title = {On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4013--4035}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06498-4}, doi = {10.1007/S10994-023-06498-4}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TheodoropoulosZRKT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VazquezBW24, author = {Carlos Ortega V{\'{a}}zquez and Seppe vanden Broucke and Jochen De Weerdt}, title = {Hellinger distance decision trees for {PU} learning in imbalanced data sets}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4547--4578}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06323-y}, doi = {10.1007/S10994-023-06323-Y}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/VazquezBW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VazquezZ24, author = {F{\'{e}}lix Iglesias V{\'{a}}zquez and Tanja Zseby}, title = {Temporal silhouette: validation of stream clustering robust to concept drift}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {2067--2091}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06462-2}, doi = {10.1007/S10994-023-06462-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/VazquezZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VerdonckBOB24, author = {Tim Verdonck and Bart Baesens and Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and Seppe vanden Broucke}, title = {Special issue on feature engineering editorial}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {3917--3928}, year = {2024}, url = {https://doi.org/10.1007/s10994-021-06042-2}, doi = {10.1007/S10994-021-06042-2}, timestamp = {Sat, 06 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/VerdonckBOB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VerhelstMSB24, author = {Th{\'{e}}o Verhelst and Denis Mercier and Jeevan Shrestha and Gianluca Bontempi}, title = {Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1043--1067}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06317-w}, doi = {10.1007/S10994-023-06317-W}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VerhelstMSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VerreetRB24, author = {Victor Verreet and Luc De Raedt and Jessa Bekker}, title = {Modeling {PU} learning using probabilistic logic programming}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1351--1372}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06461-3}, doi = {10.1007/S10994-023-06461-3}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VerreetRB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ViallardGHM24, author = {Paul Viallard and Pascal Germain and Amaury Habrard and Emilie Morvant}, title = {A general framework for the practical disintegration of PAC-Bayesian bounds}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {519--604}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06391-0}, doi = {10.1007/S10994-023-06391-0}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ViallardGHM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangDK24, author = {Zhongzhen Wang and Petros Dellaportas and Ioannis Kosmidis}, title = {Bayesian tensor factorisations for time series of counts}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3731--3750}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06441-7}, doi = {10.1007/S10994-023-06441-7}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangFPMH24, author = {Hongyu Wang and Eibe Frank and Bernhard Pfahringer and Michael Mayo and Geoff Holmes}, title = {Feature extractor stacking for cross-domain few-shot learning}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {121--158}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06483-x}, doi = {10.1007/S10994-023-06483-X}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WangFPMH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangH24, author = {Xiaodong Wang and Fushing Hsieh}, title = {An encoding approach for stable change point detection}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4133--4163}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06510-x}, doi = {10.1007/S10994-023-06510-X}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangJM24, author = {Mianchu Wang and Yue Jin and Giovanni Montana}, title = {Goal-conditioned offline reinforcement learning through state space partitioning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2435--2465}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06500-z}, doi = {10.1007/S10994-023-06500-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangJM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangLC24, author = {Yunyun Wang and Yao Liu and Songcan Chen}, title = {Towards adaptive unknown authentication for universal domain adaptation by classifier paradox}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1623--1641}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06236-2}, doi = {10.1007/S10994-022-06236-2}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangSMMP24, author = {Zhendong Wang and Isak Samsten and Ioanna Miliou and Rami Mochaourab and Panagiotis Papapetrou}, title = {Glacier: guided locally constrained counterfactual explanations for time series classification}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4639--4669}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06502-x}, doi = {10.1007/S10994-023-06502-X}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangSMMP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangYLWXRX24, author = {Keheng Wang and Chuantao Yin and Rumei Li and Sirui Wang and Yunsen Xian and Wenge Rong and Zhang Xiong}, title = {{TOCOL:} improving contextual representation of pre-trained language models via token-level contrastive learning}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {3999--4012}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06512-9}, doi = {10.1007/S10994-023-06512-9}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangYLWXRX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangZLCL24, author = {Xinzhi Wang and Nengjun Zhu and Jiahao Li and Yudong Chang and Zhennan Li}, title = {Entity recognition based on heterogeneous graph reasoning of visual region and text candidate}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5351--5378}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06456-0}, doi = {10.1007/S10994-023-06456-0}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangZLCL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangZLWGL24, author = {Ganyu Wang and Qingsong Zhang and Xiang Li and Boyu Wang and Bin Gu and Charles X. Ling}, title = {Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6413--6451}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06541-y}, doi = {10.1007/S10994-024-06541-Y}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangZLWGL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangZZ24, author = {Yue Wang and Yi Zhou and Shaofeng Zou}, title = {Finite-time error bounds for Greedy-GQ}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {5981--6018}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06542-x}, doi = {10.1007/S10994-024-06542-X}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiFSWHY24, author = {Qi Wei and Lei Feng and Haoliang Sun and Ren Wang and Rundong He and Yilong Yin}, title = {Learning sample-aware threshold for semi-supervised learning}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5423--5445}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06425-7}, doi = {10.1007/S10994-023-06425-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiFSWHY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiLSTG24, author = {Tong Wei and Qian{-}Yu Liu and Jiang{-}Xin Shi and Wei{-}Wei Tu and Lan{-}Zhe Guo}, title = {Transfer and share: semi-supervised learning from long-tailed data}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1725--1742}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06247-z}, doi = {10.1007/S10994-022-06247-Z}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiLSTG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiLeiFSWHY24, author = {Qi WeiLei and Lei Feng and Haoliang Sun and Ren Wang and Rundong He and Yilong Yin}, title = {Correction: Learning sample-aware threshold for semi-supervised learning}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4951}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06552-9}, doi = {10.1007/S10994-024-06552-9}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiLeiFSWHY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiWLL24, author = {Wei Wei and Da Wang and Lin Li and Jiye Liang}, title = {Re-attentive experience replay in off-policy reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2327--2349}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06505-8}, doi = {10.1007/S10994-023-06505-8}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiWLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeissGY24, author = {Gail Weiss and Yoav Goldberg and Eran Yahav}, title = {Extracting automata from recurrent neural networks using queries and counterexamples (extended version)}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2877--2919}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06163-2}, doi = {10.1007/S10994-022-06163-2}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeissGY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WolfeK24, author = {Cameron R. Wolfe and Anastasios Kyrillidis}, title = {Better schedules for low precision training of deep neural networks}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3569--3587}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06480-0}, doi = {10.1007/S10994-023-06480-0}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WolfeK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WoznicaGTB24, author = {Katarzyna Woznica and Mateusz Grzyb and Zuzanna Trafas and Przemyslaw Biecek}, title = {Consolidated learning: a domain-specific model-free optimization strategy with validation on metaMIMIC benchmarks}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {4925--4949}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06359-0}, doi = {10.1007/S10994-023-06359-0}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WoznicaGTB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuC24, author = {Lisheng Wu and Ke Chen}, title = {Goal exploration augmentation via pre-trained skills for sparse-reward long-horizon goal-conditioned reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2527--2557}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06503-w}, doi = {10.1007/S10994-023-06503-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WuC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuWLYZNL24, author = {Hanrui Wu and Yanxin Wu and Nuosi Li and Min Yang and Jia Zhang and Michael K. Ng and Jinyi Long}, title = {High-order proximity and relation analysis for cross-network heterogeneous node classification}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6247--6272}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06566-3}, doi = {10.1007/S10994-024-06566-3}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WuWLYZNL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XiangCRYLQF24, author = {Suncheng Xiang and Hao Chen and Wei Ran and Zefang Yu and Ting Liu and Dahong Qian and Yuzhuo Fu}, title = {Deep multimodal representation learning for generalizable person re-identification}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1921--1939}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06352-7}, doi = {10.1007/S10994-023-06352-7}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/XiangCRYLQF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XuWLL24, author = {Baowen Xu and Xuelei Wang and Jingwei Li and Chengbao Liu}, title = {Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3399--3417}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06445-3}, doi = {10.1007/S10994-023-06445-3}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/XuWLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XueWHL24, author = {Yunsheng Xue and Mi Wen and Wei He and Weiwei Li}, title = {{DPG:} a model to build feature subspace against adversarial patch attack}, journal = {Mach. Learn.}, volume = {113}, number = {8}, pages = {5601--5622}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06417-7}, doi = {10.1007/S10994-023-06417-7}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/XueWHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YanLSL24, author = {Feng Yan and Zhe Li and Wushour Silamu and Yanbing Li}, title = {Knowledge-aware image understanding with multi-level visual representation enhancement for visual question answering}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3789--3805}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06426-6}, doi = {10.1007/S10994-023-06426-6}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YanLSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YanNJKT24, author = {Siwen Yan and Sriraam Natarajan and Saket Joshi and Roni Khardon and Prasad Tadepalli}, title = {Explainable models via compression of tree ensembles}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1303--1328}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06463-1}, doi = {10.1007/S10994-023-06463-1}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/YanNJKT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangEOLSELC24, author = {Jenny Yang and Rasheed El{-}Bouri and Odhran O'Donoghue and Alexander S. Lachapelle and Andrew A. S. Soltan and David W. Eyre and Lei Lu and David A. Clifton}, title = {Deep reinforcement learning for multi-class imbalanced training: applications in healthcare}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2655--2674}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06481-z}, doi = {10.1007/S10994-023-06481-Z}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangEOLSELC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangQ24, author = {Deliang Yang and Hou{-}Duo Qi}, title = {Supervised maximum variance unfolding}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6197--6226}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06553-8}, doi = {10.1007/S10994-024-06553-8}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YaoPLTY24, author = {Yinghua Yao and Yuangang Pan and Jing Li and Ivor W. Tsang and Xin Yao}, title = {Sanitized clustering against confounding bias}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3711--3730}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06451-5}, doi = {10.1007/S10994-023-06451-5}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YaoPLTY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YaoPLTY24a, author = {Yinghua Yao and Yuangang Pan and Jing Li and Ivor W. Tsang and Xin Yao}, title = {{PROUD:} PaRetO-gUided diffusion model for multi-objective generation}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6511--6538}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06575-2}, doi = {10.1007/S10994-024-06575-2}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YaoPLTY24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YinRF24, author = {Xiangyu Yin and Wenjie Ruan and Jonathan E. Fieldsend}, title = {{DIMBA:} discretely masked black-box attack in single object tracking}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1705--1723}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06252-2}, doi = {10.1007/S10994-022-06252-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YinRF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YuCLX24, author = {Haiyang Yu and Jingye Chen and Bin Li and Xiangyang Xue}, title = {Chinese character recognition with radical-structured stroke trees}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3807--3827}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06450-6}, doi = {10.1007/S10994-023-06450-6}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YuCLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YuWZ24, author = {Xiang{-}Ru Yu and Deng{-}Bao Wang and Min{-}Ling Zhang}, title = {Partial label learning with emerging new labels}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1549--1565}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06244-2}, doi = {10.1007/S10994-022-06244-2}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YuWZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZecevicDK24, author = {Matej Zecevic and Devendra Singh Dhami and Kristian Kersting}, title = {Structural causal models reveal confounder bias in linear program modelling}, journal = {Mach. Learn.}, volume = {113}, number = {3}, pages = {1329--1349}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06431-9}, doi = {10.1007/S10994-023-06431-9}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZecevicDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhanP24, author = {Haoxi Zhan and Xiaobing Pei}, title = {Dealing with the unevenness: deeper insights in graph-based attack and defense}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2921--2953}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06234-4}, doi = {10.1007/S10994-022-06234-4}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhanP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangA24, author = {Rui{-}Ray Zhang and Massih{-}Reza Amini}, title = {Generalization bounds for learning under graph-dependence: a survey}, journal = {Mach. Learn.}, volume = {113}, number = {7}, pages = {3929--3959}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06536-9}, doi = {10.1007/S10994-024-06536-9}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangGSCZH24, author = {Shudong Zhang and Haichang Gao and Chao Shu and Xiwen Cao and Yunyi Zhou and Jianping He}, title = {Black-box Bayesian adversarial attack with transferable priors}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1511--1528}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06251-3}, doi = {10.1007/S10994-022-06251-3}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangGSCZH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangHG24, author = {Chenkang Zhang and Heng Huang and Bin Gu}, title = {Tackle balancing constraints in semi-supervised ordinal regression}, journal = {Mach. Learn.}, volume = {113}, number = {5}, pages = {2575--2595}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06518-x}, doi = {10.1007/S10994-024-06518-X}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangHG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangK24, author = {Guoxi Zhang and Hisashi Kashima}, title = {Learning state importance for preference-based reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1885--1901}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06295-5}, doi = {10.1007/S10994-022-06295-5}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangLYZCF24, author = {Yunting Zhang and Shang Li and Lin Ye and Hongli Zhang and Zhe Chen and Binxing Fang}, title = {Kalt: generating adversarial explainable chinese legal texts}, journal = {Mach. Learn.}, volume = {113}, number = {9}, pages = {6341--6371}, year = {2024}, url = {https://doi.org/10.1007/s10994-024-06572-5}, doi = {10.1007/S10994-024-06572-5}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangLYZCF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangYFRZKGHH24, author = {Fei Zhang and Yunjie Ye and Lei Feng and Zhongwen Rao and Jieming Zhu and Marcus Kalander and Chen Gong and Jianye Hao and Bo Han}, title = {Exploiting counter-examples for active learning with partial labels}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3849--3868}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06485-9}, doi = {10.1007/S10994-023-06485-9}, timestamp = {Sat, 20 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangYFRZKGHH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangZCBCJX24, author = {Mao Zhang and Tie Zhang and Yifei Cheng and Changcun Bao and Haoyu Cao and Deqiang Jiang and Linli Xu}, title = {Communication-efficient clustered federated learning via model distance}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3869--3888}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06443-5}, doi = {10.1007/S10994-023-06443-5}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangZCBCJX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhongXG24, author = {Yuan Zhong and Wei Xu and Xin Gao}, title = {Heterogeneous multi-task feature learning with mixed {\(\mathscr{l}\)} \({}_{\mbox{2,1}}\) regularization}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {891--932}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06410-0}, doi = {10.1007/S10994-023-06410-0}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhongXG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AhmadLR23, author = {Adnan Ahmad and Wei Luo and Antonio Robles{-}Kelly}, title = {Robust federated learning under statistical heterogeneity via hessian-weighted aggregation}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {633--654}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06292-8}, doi = {10.1007/S10994-022-06292-8}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AhmadLR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AiLMS23, author = {Lun Ai and Johannes Langer and Stephen H. Muggleton and Ute Schmid}, title = {Explanatory machine learning for sequential human teaching}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3591--3632}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06351-8}, doi = {10.1007/S10994-023-06351-8}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AiLMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AkagiMKKT23, author = {Yasunori Akagi and Naoki Marumo and Hideaki Kim and Takeshi Kurashima and Hiroyuki Toda}, title = {{MAP} inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {99--129}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06275-9}, doi = {10.1007/S10994-022-06275-9}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AkagiMKKT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AkerblomHC23, author = {Niklas {\AA}kerblom and Fazeleh Sadat Hoseini and Morteza Haghir Chehreghani}, title = {Online learning of network bottlenecks via minimax paths}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {131--150}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06270-0}, doi = {10.1007/S10994-022-06270-0}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AkerblomHC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AliG23, author = {Awrad Mohammed Ali and Avelino J. Gonzalez}, title = {Machine learning from casual conversation}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4789--4836}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06383-0}, doi = {10.1007/S10994-023-06383-0}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AliG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AltinisikMSC23, author = {Enes Altinisik and Safa Messaoud and Husrev Taha Sencar and Sanjay Chawla}, title = {{A3T:} accuracy aware adversarial training}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3191--3210}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06341-w}, doi = {10.1007/S10994-023-06341-W}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AltinisikMSC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AlvaradoWR23, author = {Juan Alvarado and Yuyi Wang and Jan Ramon}, title = {Limits of multi-relational graphs}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {177--216}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06281-x}, doi = {10.1007/S10994-022-06281-X}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AlvaradoWR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AngiulliFF23, author = {Fabrizio Angiulli and Fabio Fassetti and Luca Ferragina}, title = {{\textdollar}\{\{{\textbackslash}mathrm \{Latent\}\}Out\}{\textdollar}: an unsupervised deep anomaly detection approach exploiting latent space distribution}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4323--4349}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06153-4}, doi = {10.1007/S10994-022-06153-4}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AngiulliFF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AskariLS23, author = {Hossein Askari and Yasir Latif and Hongfu Sun}, title = {MapFlow: latent transition via normalizing flow for unsupervised domain adaptation}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2953--2974}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06357-2}, doi = {10.1007/S10994-023-06357-2}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AskariLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AzariE23, author = {Bahar Azari and Deniz Erdogmus}, title = {Circular-symmetric correlation layer}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {611--631}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06288-4}, doi = {10.1007/S10994-022-06288-4}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AzariE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AzizmalayeriR23, author = {Mohammad Azizmalayeri and Mohammad Hossein Rohban}, title = {Lagrangian objective function leads to improved unforeseen attack generalization}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {3003--3031}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06348-3}, doi = {10.1007/S10994-023-06348-3}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AzizmalayeriR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BadarNF23, author = {Maryam Badar and Wolfgang Nejdl and Marco Fisichella}, title = {FAC-fed: Federated adaptation for fairness and concept drift aware stream classification}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2761--2786}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06360-7}, doi = {10.1007/S10994-023-06360-7}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BadarNF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BaertLS23, author = {Mattijs Baert and Sam Leroux and Pieter Simoens}, title = {Inverse reinforcement learning through logic constraint inference}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2593--2618}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06311-2}, doi = {10.1007/S10994-023-06311-2}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BaertLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BaiTKJ23, author = {Yun Bai and Ganglin Tian and Yanfei Kang and Suling Jia}, title = {A hybrid ensemble method with negative correlation learning for regression}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3881--3916}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06364-3}, doi = {10.1007/S10994-023-06364-3}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BaiTKJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BattagliaP23, author = {Elena Battaglia and Ruggero G. Pensa}, title = {A parameter-less algorithm for tensor co-clustering}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {385--427}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06002-w}, doi = {10.1007/S10994-021-06002-W}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BattagliaP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Beaulac23, author = {C{\'{e}}dric Beaulac}, title = {A moment-matching metric for latent variable generative models}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3749--3772}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06340-x}, doi = {10.1007/S10994-023-06340-X}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Beaulac23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BengsH23, author = {Viktor Bengs and Eyke H{\"{u}}llermeier}, title = {Multi-armed bandits with censored consumption of resources}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {217--240}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06271-z}, doi = {10.1007/S10994-022-06271-Z}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BengsH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BerkenkampKS23, author = {Felix Berkenkamp and Andreas Krause and Angela P. Schoellig}, title = {Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3713--3747}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06019-1}, doi = {10.1007/S10994-021-06019-1}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BerkenkampKS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BernardiCM23, author = {Mario Luca Bernardi and Marta Cimitile and Fabrizio Maria Maggi}, title = {Data-aware process discovery for malware detection: an empirical study}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1171--1199}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06154-3}, doi = {10.1007/S10994-022-06154-3}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BernardiCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasP23, author = {Dimitris Bertsimas and Colin Pawlowski}, title = {Tensor completion with noisy side information}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3945--3976}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06338-5}, doi = {10.1007/S10994-023-06338-5}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BertsimasP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BighashdelJD23, author = {Ariyan Bighashdel and Pavol Jancura and Gijs Dubbelman}, title = {Correction to: Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {429--430}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06298-2}, doi = {10.1007/S10994-022-06298-2}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BighashdelJD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BighashdelJD23a, author = {Ariyan Bighashdel and Pavol Jancura and Gijs Dubbelman}, title = {Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2263--2296}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06273-x}, doi = {10.1007/S10994-022-06273-X}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BighashdelJD23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BjorklundMP23, author = {Anton Bj{\"{o}}rklund and Jarmo M{\"{a}}kel{\"{a}} and Kai Puolam{\"{a}}ki}, title = {{SLISEMAP:} supervised dimensionality reduction through local explanations}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {1--43}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06261-1}, doi = {10.1007/S10994-022-06261-1}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BjorklundMP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BlancoJP23, author = {V{\'{\i}}ctor Blanco and Alberto Jap{\'{o}}n and Justo Puerto}, title = {Multiclass optimal classification trees with SVM-splits}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4905--4928}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06366-1}, doi = {10.1007/S10994-023-06366-1}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BlancoJP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BonaPellissierBM23, author = {Joachim Bona{-}Pellissier and Fran{\c{c}}ois Bachoc and Fran{\c{c}}ois Malgouyres}, title = {Parameter identifiability of a deep feedforward ReLU neural network}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4431--4493}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06355-4}, doi = {10.1007/S10994-023-06355-4}, timestamp = {Thu, 09 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BonaPellissierBM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BossensB23, author = {David M. Bossens and Nicholas Bishop}, title = {Explicit Explore, Exploit, or Escape (E\({}^{\mbox{4}}\)): near-optimal safety-constrained reinforcement learning in polynomial time}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {817--858}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06201-z}, doi = {10.1007/S10994-022-06201-Z}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BossensB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrenceTAMD23, author = {Jure Brence and Jovan Tanevski and Jennifer Adams and Edward Malina and Saso Dzeroski}, title = {Surrogate models of radiative transfer codes for atmospheric trace gas retrievals from satellite observations}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1337--1363}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06155-2}, doi = {10.1007/S10994-022-06155-2}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BrenceTAMD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Brenning23, author = {Alexander Brenning}, title = {Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3455--3471}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06327-8}, doi = {10.1007/S10994-023-06327-8}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Brenning23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BuzhinskyNT23, author = {Igor Buzhinsky and Arseny Nerinovsky and Stavros Tripakis}, title = {Metrics and methods for robustness evaluation of neural networks with generative models}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3977--4012}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-05994-9}, doi = {10.1007/S10994-021-05994-9}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BuzhinskyNT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CasadoLIRB23, author = {Fernando E. Casado and Dylan Lema and Roberto Iglesias and Carlos V{\'{a}}zquez Regueiro and Sen{\'{e}}n Barro}, title = {Ensemble and continual federated learning for classification tasks}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3413--3453}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06330-z}, doi = {10.1007/S10994-023-06330-Z}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CasadoLIRB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CazauDDMF23, author = {Dorian Cazau and Paul Nguyen Hong Duc and J.{-}N. Druon and S. Matwins and Ronan Fablet}, title = {Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2003--2024}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06029-z}, doi = {10.1007/S10994-021-06029-Z}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CazauDDMF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CelikSV23, author = {Bilge Celik and Prabhant Singh and Joaquin Vanschoren}, title = {Online AutoML: an adaptive AutoML framework for online learning}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1897--1921}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06262-0}, doi = {10.1007/S10994-022-06262-0}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CelikSV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerqueiraGBT23, author = {V{\'{\i}}tor Cerqueira and Heitor Murilo Gomes and Albert Bifet and Lu{\'{\i}}s Torgo}, title = {{STUDD:} a student-teacher method for unsupervised concept drift detection}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4351--4378}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06188-7}, doi = {10.1007/S10994-022-06188-7}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CerqueiraGBT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerqueiraTBB23, author = {V{\'{\i}}tor Cerqueira and Lu{\'{\i}}s Torgo and Paula Branco and Colin Bellinger}, title = {Automated imbalanced classification via layered learning}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2083--2104}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06282-w}, doi = {10.1007/S10994-022-06282-W}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CerqueiraTBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerqueiraTS23, author = {V{\'{\i}}tor Cerqueira and Lu{\'{\i}}s Torgo and Carlos Soares}, title = {Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4409--4430}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06300-x}, doi = {10.1007/S10994-022-06300-X}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CerqueiraTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChairatanakulLHM23, author = {Nuttapong Chairatanakul and Xin Liu and Nguyen Thai Hoang and Tsuyoshi Murata}, title = {Heterogeneous graph embedding with single-level aggregation and infomax encoding}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4227--4256}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06160-5}, doi = {10.1007/S10994-022-06160-5}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChairatanakulLHM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChangXYLGY23, author = {Hao Chang and Guochen Xie and Jun Yu and Qiang Ling and Fang Gao and Ye Yu}, title = {A viable framework for semi-supervised learning on realistic dataset}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1847--1869}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06208-6}, doi = {10.1007/S10994-022-06208-6}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ChangXYLGY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Chehreghani23, author = {Morteza Haghir Chehreghani}, title = {Shift of pairwise similarities for data clustering}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2025--2051}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06189-6}, doi = {10.1007/S10994-022-06189-6}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Chehreghani23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenGLYNS23, author = {Shuo Chen and Chen Gong and Xiang Li and Jian Yang and Gang Niu and Masashi Sugiyama}, title = {Boundary-restricted metric learning}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4723--4762}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06380-3}, doi = {10.1007/S10994-023-06380-3}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenGLYNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenKZ23, author = {Ziyi Chen and Bhavya Kailkhura and Yi Zhou}, title = {An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1433--1463}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06329-6}, doi = {10.1007/S10994-023-06329-6}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenKZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CunningtonLLR23, author = {Daniel Cunnington and Mark Law and Jorge Lobo and Alessandra Russo}, title = {{FFNSL:} Feed-Forward Neural-Symbolic Learner}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {515--569}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06278-6}, doi = {10.1007/S10994-022-06278-6}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CunningtonLLR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CvetkovIlievAV23, author = {Alexis Cvetkov{-}Iliev and Alexandre Allauzen and Ga{\"{e}}l Varoquaux}, title = {Relational data embeddings for feature enrichment with background information}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {687--720}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06277-7}, doi = {10.1007/S10994-022-06277-7}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CvetkovIlievAV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DamaS23, author = {Fatoumata Dama and Christine Sinoquet}, title = {Partially Hidden Markov Chain Multivariate Linear Autoregressive model: inference and forecasting - application to machine health prognostics}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {45--97}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06209-5}, doi = {10.1007/S10994-022-06209-5}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DamaS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DanieleKSH23, author = {Alessandro Daniele and Emile van Krieken and Luciano Serafini and Frank van Harmelen}, title = {Refining neural network predictions using background knowledge}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3293--3331}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06310-3}, doi = {10.1007/S10994-023-06310-3}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DanieleKSH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DaudtSBG23, author = {Rodrigo Caye Daudt and Bertrand Le Saux and Alexandre Boulch and Yann Gousseau}, title = {Weakly supervised change detection using guided anisotropic diffusion}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2211--2237}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06008-4}, doi = {10.1007/S10994-021-06008-4}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DaudtSBG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DengM23, author = {Yian Deng and Tingting Mu}, title = {Faster Riemannian Newton-type optimization by subsampling and cubic regularization}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3527--3589}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06321-0}, doi = {10.1007/S10994-023-06321-0}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DengM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FavierCPM23, author = {Marco Favier and Toon Calders and Sam Pinxteren and Jonathan Meyer}, title = {How to be fair? {A} study of label and selection bias}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5081--5104}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06401-1}, doi = {10.1007/S10994-023-06401-1}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FavierCPM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FernandesFGTS23, author = {Sofia Fernandes and Hadi Fanaee{-}T and Jo{\~{a}}o Gama and Leo Tisljaric and Tomislav Smuc}, title = {{WINTENDED:} WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {459--481}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-05979-8}, doi = {10.1007/S10994-021-05979-8}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FernandesFGTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FerryAGHS23, author = {Julien Ferry and Ulrich A{\"{\i}}vodji and S{\'{e}}bastien Gambs and Marie{-}Jos{\'{e}} Huguet and Mohamed Siala}, title = {Improving fairness generalization through a sample-robust optimization method}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2131--2192}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06191-y}, doi = {10.1007/S10994-022-06191-Y}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FerryAGHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FilhoSPSKF23, author = {Telmo de Menezes e Silva Filho and Hao Song and Miquel Perell{\'{o}}{-}Nieto and Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and Meelis Kull and Peter A. Flach}, title = {Classifier calibration: a survey on how to assess and improve predicted class probabilities}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3211--3260}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06336-7}, doi = {10.1007/S10994-023-06336-7}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FilhoSPSKF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FremontKDGYSS23, author = {Daniel J. Fremont and Edward Kim and Tommaso Dreossi and Shromona Ghosh and Xiangyu Yue and Alberto L. Sangiovanni{-}Vincentelli and Sanjit A. Seshia}, title = {Scenic: a language for scenario specification and data generation}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3805--3849}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06120-5}, doi = {10.1007/S10994-021-06120-5}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FremontKDGYSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FumagalliMHH23, author = {Fabian Fumagalli and Maximilian Muschalik and Eyke H{\"{u}}llermeier and Barbara Hammer}, title = {Incremental permutation feature importance (iPFI): towards online explanations on data streams}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4863--4903}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06385-y}, doi = {10.1007/S10994-023-06385-Y}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FumagalliMHH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GarciaPiquerasH23, author = {Manuel Garcia{-}Piqueras and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo}, title = {Heuristic search of optimal machine teaching curricula}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {4049--4080}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06347-4}, doi = {10.1007/S10994-023-06347-4}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GarciaPiquerasH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GiunchigliaSKCL23, author = {Eleonora Giunchiglia and Mihaela Catalina Stoian and Salman Khan and Fabio Cuzzolin and Thomas Lukasiewicz}, title = {{ROAD-R:} the autonomous driving dataset with logical requirements}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3261--3291}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06322-z}, doi = {10.1007/S10994-023-06322-Z}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GiunchigliaSKCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GkalinikisNV23, author = {Nikolaos Virtsionis Gkalinikis and Christoforos Nalmpantis and Dimitris Vrakas}, title = {{SAED:} self-attentive energy disaggregation}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4081--4100}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06106-3}, doi = {10.1007/S10994-021-06106-3}, timestamp = {Thu, 09 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GkalinikisNV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GloaguenCFT23, author = {Pierre Gloaguen and Laetitia Chapel and Chlo{\'{e}} Friguet and Romain Tavenard}, title = {Scalable clustering of segmented trajectories within a continuous time framework: application to maritime traffic data}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1975--2001}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06004-8}, doi = {10.1007/S10994-021-06004-8}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GloaguenCFT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GodahewaWSB23, author = {Rakshitha Godahewa and Geoffrey I. Webb and Daniel F. Schmidt and Christoph Bergmeir}, title = {SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2555--2591}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06316-x}, doi = {10.1007/S10994-023-06316-X}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GodahewaWSB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GrariLD23, author = {Vincent Grari and Sylvain Lamprier and Marcin Detyniecki}, title = {Adversarial learning for counterfactual fairness}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {741--763}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06206-8}, doi = {10.1007/S10994-022-06206-8}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GrariLD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GuMBLNY23, author = {Keren Gu and Xander Masotto and Vandana Bachani and Balaji Lakshminarayanan and Jack Nikodem and Dong Yin}, title = {An instance-dependent simulation framework for learning with label noise}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1871--1896}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06207-7}, doi = {10.1007/S10994-022-06207-7}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GuMBLNY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GuZHH23, author = {Bin Gu and Chenkang Zhang and Zhouyuan Huo and Heng Huang}, title = {A new large-scale learning algorithm for generalized additive models}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3077--3104}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06339-4}, doi = {10.1007/S10994-023-06339-4}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GuZHH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HihnB23, author = {Heinke Hihn and Daniel A. Braun}, title = {Hierarchically structured task-agnostic continual learning}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {655--686}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06283-9}, doi = {10.1007/S10994-022-06283-9}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HihnB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HocquetteC23, author = {C{\'{e}}line Hocquette and Andrew Cropper}, title = {Learning programs with magic values}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1551--1595}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06274-w}, doi = {10.1007/S10994-022-06274-W}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HocquetteC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuismanMPR23, author = {Mike Huisman and Thomas M. Moerland and Aske Plaat and Jan N. van Rijn}, title = {Are LSTMs good few-shot learners?}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4635--4662}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06394-x}, doi = {10.1007/S10994-023-06394-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuismanMPR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JaimovitchLopezFHMR23, author = {Gonzalo Jaimovitch{-}L{\'{o}}pez and C{\`{e}}sar Ferri and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Fernando Mart{\'{\i}}nez{-}Plumed and Mar{\'{\i}}a Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana}, title = {Can language models automate data wrangling?}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2053--2082}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06259-9}, doi = {10.1007/S10994-022-06259-9}, timestamp = {Wed, 31 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JaimovitchLopezFHMR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JeubCDBC23, author = {Lucas G. S. Jeub and Giovanni Colavizza and Xiaowen Dong and Marya Bazzi and Mihai Cucuringu}, title = {Local2Global: a distributed approach for scaling representation learning on graphs}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1663--1692}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06285-7}, doi = {10.1007/S10994-022-06285-7}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JeubCDBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JingFT23, author = {Naimin Jing and Ethan X. Fang and Cheng Yong Tang}, title = {Robust matrix estimations meet Frank-Wolfe algorithm}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2723--2760}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06325-w}, doi = {10.1007/S10994-023-06325-W}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JingFT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KagrechaNJ23, author = {Anmol Kagrecha and Jayakrishnan Nair and Krishna Jagannathan}, title = {Constrained regret minimization for multi-criterion multi-armed bandits}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {431--458}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06291-9}, doi = {10.1007/S10994-022-06291-9}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KagrechaNJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KaragiannakiGLPT23, author = {Ioulia Karagiannaki and Krystallia Gourlia and Vincenzo Lagani and Yannis Pantazis and Ioannis Tsamardinos}, title = {Learning biologically-interpretable latent representations for gene expression data}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4257--4287}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06158-z}, doi = {10.1007/S10994-022-06158-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KaragiannakiGLPT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KatzJSK23, author = {Sydney M. Katz and Kyle D. Julian and Christopher A. Strong and Mykel J. Kochenderfer}, title = {Generating probabilistic safety guarantees for neural network controllers}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2903--2931}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06065-9}, doi = {10.1007/S10994-021-06065-9}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KatzJSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KlopotekK23, author = {Mieczyslaw Alojzy Klopotek and Robert Albert Klopotek}, title = {On the Discrepancy between Kleinberg's Clustering Axioms and k-Means Clustering Algorithm Behavior}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2501--2553}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06308-x}, doi = {10.1007/S10994-023-06308-X}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KlopotekK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KoryckiK23, author = {Lukasz Korycki and Bartosz Krawczyk}, title = {Adversarial concept drift detection under poisoning attacks for robust data stream mining}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {4013--4048}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06177-w}, doi = {10.1007/S10994-022-06177-W}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KoryckiK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KumarKR23, author = {Harshat Kumar and Alec Koppel and Alejandro Ribeiro}, title = {On the sample complexity of actor-critic method for reinforcement learning with function approximation}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2433--2467}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06303-2}, doi = {10.1007/S10994-023-06303-2}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KumarKR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KungurtsevCJJ23, author = {Vyacheslav Kungurtsev and Adam D. Cobb and Tara Javidi and Brian Jalaian}, title = {Decentralized Bayesian learning with Metropolis-adjusted Hamiltonian Monte Carlo}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2791--2819}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06345-6}, doi = {10.1007/S10994-023-06345-6}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KungurtsevCJJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LahotiGW23, author = {Preethi Lahoti and P. Krishna Gummadi and Gerhard Weikum}, title = {Responsible model deployment via model-agnostic uncertainty learning}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {939--970}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06248-y}, doi = {10.1007/S10994-022-06248-Y}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LahotiGW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LampridisSGR23, author = {Orestis Lampridis and Laura State and Riccardo Guidotti and Salvatore Ruggieri}, title = {Explaining short text classification with diverse synthetic exemplars and counter-exemplars}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4289--4322}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06150-7}, doi = {10.1007/S10994-022-06150-7}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LampridisSGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LejeuneMST23, author = {Cl{\'{e}}ment Lejeune and Josiane Mothe and Adil Soubki and Olivier Teste}, title = {Data driven discovery of systems of ordinary differential equations using nonconvex multitask learning}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1523--1549}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06315-y}, doi = {10.1007/S10994-023-06315-Y}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LejeuneMST23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiS23, author = {Jingzheng Li and Hailong Sun}, title = {NaCL: noise-robust cross-domain contrastive learning for unsupervised domain adaptation}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3473--3496}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06343-8}, doi = {10.1007/S10994-023-06343-8}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiSL23, author = {Jingzheng Li and Hailong Sun and Jiyi Li}, title = {Beyond confusion matrix: learning from multiple annotators with awareness of instance features}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {1053--1075}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06211-x}, doi = {10.1007/S10994-022-06211-X}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiXHJD23, author = {Xuhong Li and Haoyi Xiong and Siyu Huang and Shilei Ji and Dejing Dou}, title = {Cross-model consensus of explanations and beyond for image classification models: an empirical study}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1627--1662}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06312-1}, doi = {10.1007/S10994-023-06312-1}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiXHJD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiXLZCWD23, author = {Xuhong Li and Haoyi Xiong and Yi Liu and Dingfu Zhou and Zeyu Chen and Yaqing Wang and Dejing Dou}, title = {Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation models}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2193--2209}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06182-z}, doi = {10.1007/S10994-022-06182-Z}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiXLZCWD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiYWJY23, author = {Zhuorong Li and Daiwei Yu and Minghui Wu and Canghong Jin and Hongchuan Yu}, title = {Adversarial supervised contrastive learning}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {2105--2130}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06269-7}, doi = {10.1007/S10994-022-06269-7}, timestamp = {Mon, 09 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiYWJY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LoogKB23, author = {Marco Loog and Jesse H. Krijthe and Manuele Bicego}, title = {Also for k-means: more data does not imply better performance}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {3033--3050}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06361-6}, doi = {10.1007/S10994-023-06361-6}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LoogKB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LuLLJ23, author = {Yunan Lu and Weiwei Li and Huaxiong Li and Xiuyi Jia}, title = {Ranking-preserved generative label enhancement}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4693--4721}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06388-9}, doi = {10.1007/S10994-023-06388-9}, timestamp = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LuLLJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LucaPLB23, author = {Massimiliano Luca and Luca Pappalardo and Bruno Lepri and Gianni Barlacchi}, title = {Trajectory test-train overlap in next-location prediction datasets}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4597--4634}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06386-x}, doi = {10.1007/S10994-023-06386-X}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LucaPLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LucasPSWP23, author = {Benjamin Lucas and Charlotte Pelletier and Daniel F. Schmidt and Geoffrey I. Webb and Fran{\c{c}}ois Petitjean}, title = {A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1941--1973}, year = {2023}, url = {https://doi.org/10.1007/s10994-020-05942-z}, doi = {10.1007/S10994-020-05942-Z}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LucasPSWP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LuoL23, author = {Tianyi Luo and Yang Liu}, title = {Machine truth serum: a surprisingly popular approach to improving ensemble methods}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {789--815}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06183-y}, doi = {10.1007/S10994-022-06183-Y}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LuoL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LuoLFWKC23, author = {Ling Luo and Bin Li and Xuhui Fan and Yang Wang and Irena Koprinska and Fang Chen}, title = {Dynamic customer segmentation via hierarchical fragmentation-coagulation processes}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {281--310}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06276-8}, doi = {10.1007/S10994-022-06276-8}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LuoLFWKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaA23, author = {Chunchao Ma and Mauricio A. {\'{A}}lvarez}, title = {Large scale multi-output multi-class classification using Gaussian processes}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1077--1106}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06289-3}, doi = {10.1007/S10994-022-06289-3}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MaA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaL23, author = {Xiao Ma and Wu{-}Jun Li}, title = {State-based episodic memory for multi-agent reinforcement learning}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5163--5190}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06365-2}, doi = {10.1007/S10994-023-06365-2}, timestamp = {Wed, 29 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MaL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MakridisMK23, author = {Georgios Makridis and Philip Mavrepis and Dimosthenis Kyriazis}, title = {A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1287--1313}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06151-6}, doi = {10.1007/S10994-022-06151-6}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MakridisMK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MavroudopoulosG23, author = {Ioannis Mavroudopoulos and Anastasios Gounaris}, title = {A comparison of proximity-based methods for detecting temporal anomalies in business processes}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4101--4128}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06152-5}, doi = {10.1007/S10994-022-06152-5}, timestamp = {Thu, 09 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MavroudopoulosG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MenciaKBF23, author = {Eneldo Loza Menc{\'{\i}}a and Moritz Kulessa and Simon Bohlender and Johannes F{\"{u}}rnkranz}, title = {Tree-based dynamic classifier chains}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4129--4165}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06162-3}, doi = {10.1007/S10994-022-06162-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MenciaKBF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MeznarDT23, author = {Sebastian Meznar and Saso Dzeroski and Ljupco Todorovski}, title = {Efficient generator of mathematical expressions for symbolic regression}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4563--4596}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06400-2}, doi = {10.1007/S10994-023-06400-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MeznarDT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MeznarDT23a, author = {Sebastian Meznar and Saso Dzeroski and Ljupco Todorovski}, title = {Correction to: efficient generator of mathematical expressions for symbolic regression}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5191}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06407-9}, doi = {10.1007/S10994-023-06407-9}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MeznarDT23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MiSB23, author = {Liang Mi and Azadeh Sheikholeslami and Jos{\'{e}} Bento}, title = {A family of pairwise multi-marginal optimal transports that define a generalized metric}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {353--384}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06280-y}, doi = {10.1007/S10994-022-06280-Y}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MiSB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MoctardGCAL23, author = {Babatounde Moctard Oloulade and Jianliang Gao and Jiamin Chen and Raeed Al{-}Sabri and Tengfei Lyu}, title = {Neural predictor-based automated graph classifier framework}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1315--1335}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06287-5}, doi = {10.1007/S10994-022-06287-5}, timestamp = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MoctardGCAL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MohrW23, author = {Felix Mohr and Marcel Wever}, title = {Naive automated machine learning}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1131--1170}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06200-0}, doi = {10.1007/S10994-022-06200-0}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MohrW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MoradanDMA23, author = {Atefeh Moradan and Andrew Draganov and Davide Mottin and Ira Assent}, title = {UCoDe: unified community detection with graph convolutional networks}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5057--5080}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06402-0}, doi = {10.1007/S10994-023-06402-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MoradanDMA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MorelC23, author = {Rolf Morel and Andrew Cropper}, title = {Learning logic programs by explaining their failures}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3917--3943}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06358-1}, doi = {10.1007/S10994-023-06358-1}, timestamp = {Wed, 01 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MorelC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MuradAKP23, author = {Taslim Murad and Sarwan Ali and Imdadullah Khan and Murray Patterson}, title = {Spike2CGR: an efficient method for spike sequence classification using chaos game representation}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3633--3658}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06371-4}, doi = {10.1007/S10994-023-06371-4}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MuradAKP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NajarTBABW23, author = {Mahmoud Al Najar and Gregoire Thoumyre and Erwin W. J. Bergsma and Rafael Almar and Rachid Benshila and Dennis G. Wilson}, title = {Satellite derived bathymetry using deep learning}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1107--1130}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-05977-w}, doi = {10.1007/S10994-021-05977-W}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NajarTBABW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NakajimaS23, author = {Shota Nakajima and Masashi Sugiyama}, title = {Positive-unlabeled classification under class-prior shift: a prior-invariant approach based on density ratio estimation}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {889--919}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06190-z}, doi = {10.1007/S10994-022-06190-Z}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NakajimaS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NdiayeT23, author = {Eug{\`{e}}ne Ndiaye and Ichiro Takeuchi}, title = {Root-finding approaches for computing conformal prediction set}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {151--176}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06233-5}, doi = {10.1007/S10994-022-06233-5}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NdiayeT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenRZXURLF23, author = {Cuong Manh Nguyen and Arun Raja and Le Zhang and Xun Xu and Balagopal Unnikrishnan and Mohamed Ragab and Kangkang Lu and Chuan{-}Sheng Foo}, title = {Diverse and consistent multi-view networks for semi-supervised regression}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2359--2395}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06305-0}, doi = {10.1007/S10994-023-06305-0}, timestamp = {Thu, 23 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NguyenRZXURLF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenS23, author = {Dai Hai Nguyen and Tetsuya Sakurai}, title = {Mirror variational transport: a particle-based algorithm for distributional optimization on constrained domains}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2845--2869}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06350-9}, doi = {10.1007/S10994-023-06350-9}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NguyenS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NodetLBC23, author = {Pierre Nodet and Vincent Lemaire and Alexis Bondu and Antoine Cornu{\'{e}}jols}, title = {Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4663--4692}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06372-3}, doi = {10.1007/S10994-023-06372-3}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NodetLBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NortonR23, author = {Matthew D. Norton and Johannes O. Royset}, title = {Diametrical Risk Minimization: theory and computations}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2933--2951}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06036-0}, doi = {10.1007/S10994-021-06036-0}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NortonR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ObrenovicLIG23, author = {Mihailo Obrenovic and Thomas Andrew Lampert and Milos R. Ivanovic and Pierre Gan{\c{c}}arski}, title = {Learning domain invariant representations of heterogeneous image data}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3659--3684}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06374-1}, doi = {10.1007/S10994-023-06374-1}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ObrenovicLIG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OliveiraSMNS23, author = {Hugo N. Oliveira and Caio C. V. da Silva and Gabriel L. S. Machado and Keiller Nogueira and Jefersson A. dos Santos}, title = {Fully convolutional open set segmentation}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1733--1784}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06027-1}, doi = {10.1007/S10994-021-06027-1}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/OliveiraSMNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OrhoborGSK23, author = {Oghenejokpeme I. Orhobor and Nastasiya F. Grinberg and Larisa N. Soldatova and Ross D. King}, title = {Imbalanced regression using regressor-classifier ensembles}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1365--1387}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06199-4}, doi = {10.1007/S10994-022-06199-4}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/OrhoborGSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PesceM23, author = {Emanuele Pesce and Giovanni Montana}, title = {Learning multi-agent coordination through connectivity-driven communication}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {483--514}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06286-6}, doi = {10.1007/S10994-022-06286-6}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PesceM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PetkovicDK23, author = {Matej Petkovic and Saso Dzeroski and Dragi Kocev}, title = {Feature ranking for semi-supervised learning}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4379--4408}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06181-0}, doi = {10.1007/S10994-022-06181-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PetkovicDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PolicarSZ23, author = {Pavlin G. Policar and Martin Strazar and Blaz Zupan}, title = {Embedding to reference t-SNE space addresses batch effects in single-cell classification}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {721--740}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06043-1}, doi = {10.1007/S10994-021-06043-1}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PolicarSZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PosadaMorenoKGT23, author = {Andres Felipe Posada{-}Moreno and Lukas Kreisk{\"{o}}ther and Tassilo Glander and Sebastian Trimpe}, title = {Scale-preserving automatic concept extraction {(SPACE)}}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4495--4525}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06373-2}, doi = {10.1007/S10994-023-06373-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PosadaMorenoKGT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QuocFB23, author = {Phuong Huynh Van Quoc and Johannes F{\"{u}}rnkranz and Florian Beck}, title = {Efficient learning of large sets of locally optimal classification rules}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {571--610}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06290-w}, doi = {10.1007/S10994-022-06290-W}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/QuocFB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RajpalZL23, author = {Mohit Rajpal and Yehong Zhang and Bryan Kian Hsiang Low}, title = {Pruning during training by network efficacy modeling}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2653--2684}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06304-1}, doi = {10.1007/S10994-023-06304-1}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RajpalZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RastogiM23, author = {Abhishake Rastogi and Peter Math{\'{e}}}, title = {Inverse learning in Hilbert scales}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2469--2499}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06284-8}, doi = {10.1007/S10994-022-06284-8}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RastogiM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaglamK23, author = {Baturay Saglam and Suleyman S. Kozat}, title = {Deep intrinsically motivated exploration in continuous control}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4959--4993}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06363-4}, doi = {10.1007/S10994-023-06363-4}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SaglamK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaitoH23, author = {Shota Saito and Mark Herbster}, title = {Generalizing p-Laplacian: spectral hypergraph theory and a partitioning algorithm}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {241--280}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06264-y}, doi = {10.1007/S10994-022-06264-Y}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SaitoH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SatoI23, author = {Taisuke Sato and Katsumi Inoue}, title = {Differentiable learning of matricized DNFs and its application to Boolean networks}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2821--2843}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06346-5}, doi = {10.1007/S10994-023-06346-5}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SatoI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SayedET23, author = {Hadeer M. Sayed and Hesham E. ElDeeb and Shereen A. Taie}, title = {Bimodal variational autoencoder for audiovisual speech recognition}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1201--1226}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06112-5}, doi = {10.1007/S10994-021-06112-5}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SayedET23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchaferL23, author = {Patrick Sch{\"{a}}fer and Ulf Leser}, title = {{WEASEL} 2.0: a random dilated dictionary transform for fast, accurate and memory constrained time series classification}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4763--4788}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06395-w}, doi = {10.1007/S10994-023-06395-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SchaferL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchneiderV23, author = {Johannes Schneider and Michalis Vlachos}, title = {Explaining classifiers by constructing familiar concepts}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4167--4200}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06157-0}, doi = {10.1007/S10994-022-06157-0}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SchneiderV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchnorrS23, author = {David Schn{\"{o}}rr and Christoph Schn{\"{o}}rr}, title = {Learning system parameters from turing patterns}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3151--3190}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06334-9}, doi = {10.1007/S10994-023-06334-9}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SchnorrS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchurchABZ23, author = {Manuel Sch{\"{u}}rch and Dario Azzimonti and Alessio Benavoli and Marco Zaffalon}, title = {Correlated product of experts for sparse Gaussian process regression}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1411--1432}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06297-3}, doi = {10.1007/S10994-022-06297-3}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SchurchABZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SenanayakeFKLMO23, author = {Ransalu Senanayake and Daniel J. Fremont and Mykel J. Kochenderfer and Alessio R. Lomuscio and Dragos D. Margineantu and Cheng Soon Ong}, title = {Guest Editorial: Special issue on robust machine learning}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2787--2789}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06113-4}, doi = {10.1007/S10994-021-06113-4}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SenanayakeFKLMO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShaerR23, author = {Shalev Shaer and Yaniv Romano}, title = {Learning to increase the power of conditional randomization tests}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2317--2357}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06302-3}, doi = {10.1007/S10994-023-06302-3}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShaerR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShiLH23, author = {Ye Shi and Shao{-}Yuan Li and Sheng{-}Jun Huang}, title = {Learning from crowds with sparse and imbalanced annotations}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1823--1845}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06185-w}, doi = {10.1007/S10994-022-06185-W}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShiLH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShindoPDK23, author = {Hikaru Shindo and Viktor Pfanschilling and Devendra Singh Dhami and Kristian Kersting}, title = {{\(\alpha\)}ILP: thinking visual scenes as differentiable logic programs}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1465--1497}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06320-1}, doi = {10.1007/S10994-023-06320-1}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShindoPDK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SiciliaZH23, author = {Anthony Sicilia and Xingchen Zhao and Seong Jae Hwang}, title = {Domain adversarial neural networks for domain generalization: when it works and how to improve}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2685--2721}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06324-x}, doi = {10.1007/S10994-023-06324-X}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SiciliaZH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SmithGBA23, author = {Michael Thomas Smith and Kathrin Grosse and Michael Backes and Mauricio A. {\'{A}}lvarez}, title = {Adversarial vulnerability bounds for Gaussian process classification}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {971--1009}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06224-6}, doi = {10.1007/S10994-022-06224-6}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SmithGBA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SteffenelAPGBB23, author = {Luiz Angelo Steffenel and Vagner Anabor and Damaris Kirsch Pinheiro and Lissette Guzman and Gabriela Dornelles Bittencourt and Hassan Bencherif}, title = {Forecasting upper atmospheric scalars advection using deep learning: an O\({}_{\mbox{3}}\) experiment}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {765--788}, year = {2023}, url = {https://doi.org/10.1007/s10994-020-05944-x}, doi = {10.1007/S10994-020-05944-X}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SteffenelAPGBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Strobl23, author = {Eric V. Strobl}, title = {Causal discovery with a mixture of DAGs}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4201--4225}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06159-y}, doi = {10.1007/S10994-022-06159-Y}, timestamp = {Thu, 09 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Strobl23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/StrongWZJKBK23, author = {Christopher A. Strong and Haoze Wu and Aleksandar Zeljic and Kyle D. Julian and Guy Katz and Clark W. Barrett and Mykel J. Kochenderfer}, title = {Global optimization of objective functions represented by ReLU networks}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3685--3712}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06050-2}, doi = {10.1007/S10994-021-06050-2}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/StrongWZJKBK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/StruckmeierTK23, author = {Oliver Struckmeier and Kshitij Tiwari and Ville Kyrki}, title = {Autoencoding slow representations for semi-supervised data-efficient regression}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2297--2315}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06299-1}, doi = {10.1007/S10994-022-06299-1}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/StruckmeierTK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SvendsenHMLMC23, author = {Daniel Heestermans Svendsen and Daniel Hern{\'{a}}ndez{-}Lobato and Luca Martino and Valero Laparra and {\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and Gustau Camps{-}Valls}, title = {Inference over radiative transfer models using variational and expectation maximization methods}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {921--937}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-05999-4}, doi = {10.1007/S10994-021-05999-4}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SvendsenHMLMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TanHKGC23, author = {Sarah Tan and Giles Hooker and Paul Koch and Albert Gordo and Rich Caruana}, title = {Considerations when learning additive explanations for black-box models}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3333--3359}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06335-8}, doi = {10.1007/S10994-023-06335-8}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TanHKGC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TanSYW23, author = {Qitao Tan and Xiaoying Song and Guanghui Ye and Chuan Wu}, title = {An effective negative sampling approach for contrastive learning of sentence embedding}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4837--4861}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06408-8}, doi = {10.1007/S10994-023-06408-8}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TanSYW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TanWZH23, author = {Lei Tan and Shutong Wu and Wenxing Zhou and Xiaolin Huang}, title = {Weighted neural tangent kernel: a generalized and improved network-induced kernel}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2871--2901}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06356-3}, doi = {10.1007/S10994-023-06356-3}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TanWZH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TangLSL23, author = {Kunsheng Tang and Ping Li and Yide Song and Tian Luo}, title = {Reconciling privacy and utility: an unscented Kalman filter-based framework for differentially private machine learning}, journal = {Mach. Learn.}, volume = {112}, number = {1}, pages = {311--351}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06279-5}, doi = {10.1007/S10994-022-06279-5}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TangLSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TeixeiraJR23, author = {Leonardo Teixeira and Brian Jalaian and Bruno Ribeiro}, title = {Reducing classifier overconfidence against adversaries through graph algorithms}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2619--2651}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06307-y}, doi = {10.1007/S10994-023-06307-Y}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TeixeiraJR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ToniLP23, author = {Giovanni De Toni and Bruno Lepri and Andrea Passerini}, title = {Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1389--1409}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06293-7}, doi = {10.1007/S10994-022-06293-7}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ToniLP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TornedeGTWH23, author = {Alexander Tornede and Lukas Gehring and Tanja Tornede and Marcel Wever and Eyke H{\"{u}}llermeier}, title = {Algorithm selection on a meta level}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1253--1286}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06161-4}, doi = {10.1007/S10994-022-06161-4}, timestamp = {Sat, 13 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TornedeGTWH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TuLM23, author = {Jiyuan Tu and Weidong Liu and Xiaojun Mao}, title = {Byzantine-robust distributed sparse learning for M-estimation}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3773--3804}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06001-x}, doi = {10.1007/S10994-021-06001-X}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TuLM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TurnerK23, author = {Andrew James Turner and Ata Kab{\'{a}}n}, title = {PAC-learning with approximate predictors}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1693--1732}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06301-4}, doi = {10.1007/S10994-023-06301-4}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TurnerK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VeraVP23, author = {Mat{\'{\i}}as Vera and Leonardo Rey Vega and Pablo Piantanida}, title = {The role of mutual information in variational classifiers}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3105--3150}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06337-6}, doi = {10.1007/S10994-023-06337-6}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VeraVP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangCWM23, author = {Haotao Wang and Tianlong Chen and Zhangyang Wang and Kede Ma}, title = {Troubleshooting image segmentation models with human-in-the-loop}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {1033--1051}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06110-7}, doi = {10.1007/S10994-021-06110-7}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WangCWM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiYGP23, author = {Yantao Wei and Shujian Yu and Luis G. S{\'{a}}nchez Giraldo and Jos{\'{e}} C. Pr{\'{\i}}ncipe}, title = {Multiscale principle of relevant information for hyperspectral image classification}, journal = {Mach. Learn.}, volume = {112}, number = {4}, pages = {1227--1252}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-06011-9}, doi = {10.1007/S10994-021-06011-9}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiYGP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Werner23, author = {Tino Werner}, title = {Trimming stability selection increases variable selection robustness}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4995--5055}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06384-z}, doi = {10.1007/S10994-023-06384-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Werner23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WhiteNPRARG23, author = {Adam White and Kwun Ho Ngan and James Phelan and Kevin Ryan and Saman Sadeghi Afgeh and Constantino Carlos Reyes{-}Aldasoro and Artur S. d'Avila Garcez}, title = {Contrastive counterfactual visual explanations with overdetermination}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3497--3525}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06333-w}, doi = {10.1007/S10994-023-06333-W}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WhiteNPRARG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuLD23, author = {Shengli Wu and Jinlong Li and Weimin Ding}, title = {A geometric framework for multiclass ensemble classifiers}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {4929--4958}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06406-w}, doi = {10.1007/S10994-023-06406-W}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WuLD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XiaYWXL23, author = {Nan Xia and Hang Yu and Yin Wang and Junyu Xuan and Xiangfeng Luo}, title = {{DAFS:} a domain aware few shot generative model for event detection}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {1011--1031}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06198-5}, doi = {10.1007/S10994-022-06198-5}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/XiaYWXL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XiangFGL23, author = {Suncheng Xiang and Yuzhuo Fu and Mengyuan Guan and Ting Liu}, title = {Learning from self-discrepancy via multiple co-teaching for cross-domain person re-identification}, journal = {Mach. Learn.}, volume = {112}, number = {6}, pages = {1923--1940}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06184-x}, doi = {10.1007/S10994-022-06184-X}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/XiangFGL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangBL23, author = {Lincen Yang and Mitra Baratchi and Matthijs van Leeuwen}, title = {Unsupervised discretization by two-dimensional MDL-based histogram}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2397--2431}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06294-6}, doi = {10.1007/S10994-022-06294-6}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangBL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangCIPE23, author = {Shuyi Yang and Mattia Cerrato and Dino Ienco and Ruggero G. Pensa and Roberto Esposito}, title = {FairSwiRL: fair semi-supervised classification with representation learning}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3051--3076}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06342-9}, doi = {10.1007/S10994-023-06342-9}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangCIPE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangSTS23, author = {Qisong Yang and Thiago D. Sim{\~{a}}o and Simon H. Tindemans and Matthijs T. J. Spaan}, title = {Safety-constrained reinforcement learning with a distributional safety critic}, journal = {Mach. Learn.}, volume = {112}, number = {3}, pages = {859--887}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06187-8}, doi = {10.1007/S10994-022-06187-8}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangSTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YinRSC23, author = {Zongyu Yin and Federico Reuben and Susan Stepney and Tom Collins}, title = {Deep learning's shallow gains: a comparative evaluation of algorithms for automatic music generation}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1785--1822}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06309-w}, doi = {10.1007/S10994-023-06309-W}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YinRSC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YuCL23, author = {Chien{-}Min Yu and Ming{-}Hsin Chen and Hsuan{-}Tien Lin}, title = {Learning key steps to attack deep reinforcement learning agents}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1499--1522}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06318-9}, doi = {10.1007/S10994-023-06318-9}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YuCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangQHZXHL23, author = {Shufei Zhang and Zhuang Qian and Kaizhu Huang and Rui Zhang and Jimin Xiao and Yuan He and Canyi Lu}, title = {Robust generative adversarial network}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5135--5161}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06367-0}, doi = {10.1007/S10994-023-06367-0}, timestamp = {Wed, 29 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhangQHZXHL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangRWH23, author = {Yanghao Zhang and Wenjie Ruan and Fu Wang and Xiaowei Huang}, title = {Generalizing universal adversarial perturbations for deep neural networks}, journal = {Mach. Learn.}, volume = {112}, number = {5}, pages = {1597--1626}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06306-z}, doi = {10.1007/S10994-023-06306-Z}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangRWH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangZS23, author = {Chunming Zhang and Lixing Zhu and Yanbo Shen}, title = {Robust estimation in regression and classification methods for large dimensional data}, journal = {Mach. Learn.}, volume = {112}, number = {9}, pages = {3361--3411}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06349-2}, doi = {10.1007/S10994-023-06349-2}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangZS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouKDHCZ23, author = {Feng Zhou and Quyu Kong and Zhijie Deng and Fengxiang He and Peng Cui and Jun Zhu}, title = {Heterogeneous multi-task Gaussian Cox processes}, journal = {Mach. Learn.}, volume = {112}, number = {12}, pages = {5105--5134}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06382-1}, doi = {10.1007/S10994-023-06382-1}, timestamp = {Wed, 29 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhouKDHCZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouLZBGZYHZH23, author = {Lei Zhou and Yang Liu and Pengcheng Zhang and Xiao Bai and Lin Gu and Jun Zhou and Yazhou Yao and Tatsuya Harada and Jin Zheng and Edwin R. Hancock}, title = {Information bottleneck and selective noise supervision for zero-shot learning}, journal = {Mach. Learn.}, volume = {112}, number = {7}, pages = {2239--2261}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06196-7}, doi = {10.1007/S10994-022-06196-7}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhouLZBGZYHZH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouTY23, author = {Xiaowei Zhou and Ivor W. Tsang and Jie Yin}, title = {{LADDER:} Latent boundary-guided adversarial training}, journal = {Mach. Learn.}, volume = {112}, number = {10}, pages = {3851--3879}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06203-x}, doi = {10.1007/S10994-022-06203-X}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhouTY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouZ23, author = {Shuisheng Zhou and Wendi Zhou}, title = {Unified {SVM} algorithm based on {LS-DC} loss}, journal = {Mach. Learn.}, volume = {112}, number = {8}, pages = {2975--3002}, year = {2023}, url = {https://doi.org/10.1007/s10994-021-05996-7}, doi = {10.1007/S10994-021-05996-7}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhouZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhuM23, author = {Lingwei Zhu and Takamitsu Matsubara}, title = {Cautious policy programming: exploiting {KL} regularization for monotonic policy improvement in reinforcement learning}, journal = {Mach. Learn.}, volume = {112}, number = {11}, pages = {4527--4562}, year = {2023}, url = {https://doi.org/10.1007/s10994-023-06368-z}, doi = {10.1007/S10994-023-06368-Z}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhuM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AbolghasemiHSB22, author = {Mahdi Abolghasemi and Rob J. Hyndman and Evangelos Spiliotis and Christoph Bergmeir}, title = {Model selection in reconciling hierarchical time series}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {739--789}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06126-z}, doi = {10.1007/S10994-021-06126-Z}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AbolghasemiHSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AhnJK22, author = {Dawon Ahn and Jun{-}Gi Jang and U Kang}, title = {Time-aware tensor decomposition for sparse tensors}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1409--1430}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06059-7}, doi = {10.1007/S10994-021-06059-7}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AhnJK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AmramDZ22, author = {Maxime Amram and Jack Dunn and Ying Daisy Zhuo}, title = {Optimal policy trees}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2741--2768}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06128-5}, doi = {10.1007/S10994-022-06128-5}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AmramDZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AtashgahiPLMVP22, author = {Zahra Atashgahi and Joost Pieterse and Shiwei Liu and Decebal Constantin Mocanu and Raymond N. J. Veldhuis and Mykola Pechenizkiy}, title = {A brain-inspired algorithm for training highly sparse neural networks}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4411--4452}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06266-w}, doi = {10.1007/S10994-022-06266-W}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AtashgahiPLMVP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AtashgahiSLMMVP22, author = {Zahra Atashgahi and Ghada Sokar and Tim van der Lee and Elena Mocanu and Decebal Constantin Mocanu and Raymond N. J. Veldhuis and Mykola Pechenizkiy}, title = {Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {377--414}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06063-x}, doi = {10.1007/S10994-021-06063-X}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AtashgahiSLMMVP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AyedBPG22, author = {Ibrahim Ayed and Emmanuel de B{\'{e}}zenac and Arthur Pajot and Patrick Gallinari}, title = {Modelling spatiotemporal dynamics from Earth observation data with neural differential equations}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2349--2380}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06139-2}, doi = {10.1007/S10994-022-06139-2}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AyedBPG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Bakkelund22, author = {Daniel Bakkelund}, title = {Order preserving hierarchical agglomerative clustering}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1851--1901}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06125-0}, doi = {10.1007/S10994-021-06125-0}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Bakkelund22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BasslerKG22, author = {Dennis B{\"{a}}{\ss}ler and Tobias Kortus and Gabriele G{\"{u}}hring}, title = {Unsupervised anomaly detection in multivariate time series with online evolving spiking neural networks}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1377--1408}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06129-4}, doi = {10.1007/S10994-022-06129-4}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BasslerKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BaumhauerSZ22, author = {Thomas Baumhauer and Pascal Sch{\"{o}}ttle and Matthias Zeppelzauer}, title = {Machine unlearning: linear filtration for logit-based classifiers}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3203--3226}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06178-9}, doi = {10.1007/S10994-022-06178-9}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BaumhauerSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BennettCR22, author = {Stefanos Bennett and Mihai Cucuringu and Gesine Reinert}, title = {Lead-lag detection and network clustering for multivariate time series with an application to the {US} equity market}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4497--4538}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06250-4}, doi = {10.1007/S10994-022-06250-4}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BennettCR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasD22, author = {Dimitris Bertsimas and Vassilis Digalakis}, title = {The backbone method for ultra-high dimensional sparse machine learning}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2161--2212}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06123-2}, doi = {10.1007/S10994-021-06123-2}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BertsimasD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasDGO22, author = {Dimitris Bertsimas and Jack Dunn and Emma Gibson and Agni Orfanoudaki}, title = {Optimal survival trees}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2951--3023}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06117-0}, doi = {10.1007/S10994-021-06117-0}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BertsimasDGO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasP22, author = {Dimitris Bertsimas and Alex Paskov}, title = {World-class interpretable poker}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {3063--3083}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06179-8}, doi = {10.1007/S10994-022-06179-8}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BertsimasP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BlondeSK22, author = {Lionel Blond{\'{e}} and Pablo Strasser and Alexandros Kalousis}, title = {Lipschitzness is all you need to tame off-policy generative adversarial imitation learning}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1431--1521}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06144-5}, doi = {10.1007/S10994-022-06144-5}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BlondeSK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CanoK22, author = {Alberto Cano and Bartosz Krawczyk}, title = {{ROSE:} robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2561--2599}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06168-x}, doi = {10.1007/S10994-022-06168-X}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CanoK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CaoLHWT22, author = {Jiezhang Cao and Jincheng Li and Xiping Hu and Xiangmiao Wu and Mingkui Tan}, title = {Towards interpreting deep neural networks via layer behavior understanding}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1159--1179}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06074-8}, doi = {10.1007/S10994-021-06074-8}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CaoLHWT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Castillo-Navarro22, author = {Javiera Castillo{-}Navarro and Bertrand Le Saux and Alexandre Boulch and Nicolas Audebert and S{\'{e}}bastien Lef{\`{e}}vre}, title = {Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3125--3160}, year = {2022}, url = {https://doi.org/10.1007/s10994-020-05943-y}, doi = {10.1007/S10994-020-05943-Y}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Castillo-Navarro22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CeruttiKKS22, author = {Federico Cerutti and Lance M. Kaplan and Angelika Kimmig and Murat Sensoy}, title = {Handling epistemic and aleatory uncertainties in probabilistic circuits}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1259--1301}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06086-4}, doi = {10.1007/S10994-021-06086-4}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CeruttiKKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Chakrabarti22, author = {Deepayan Chakrabarti}, title = {Robust linear classification from limited training data}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1621--1649}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06093-5}, doi = {10.1007/S10994-021-06093-5}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Chakrabarti22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenXMJS22, author = {Shuo Chen and Ke Xu and Zhongjie Mi and Xinghao Jiang and Tanfeng Sun}, title = {Dual-domain graph convolutional networks for skeleton-based action recognition}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2381--2406}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06141-8}, doi = {10.1007/S10994-022-06141-8}, timestamp = {Thu, 11 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenXMJS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Coma-PuigC22, author = {Bernat Coma{-}Puig and Josep Carmona}, title = {Non-technical losses detection in energy consumption focusing on energy recovery and explainability}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {487--517}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06051-1}, doi = {10.1007/S10994-021-06051-1}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Coma-PuigC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Cowen-RiversPMA22, author = {Alexander I. Cowen{-}Rivers and Daniel Palenicek and Vincent Moens and Mohammed Amin Abdullah and Aivar Sootla and Jun Wang and Haitham Bou{-}Ammar}, title = {{SAMBA:} safe model-based {\&} active reinforcement learning}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {173--203}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06103-6}, doi = {10.1007/S10994-021-06103-6}, timestamp = {Thu, 10 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Cowen-RiversPMA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CropperDEM22, author = {Andrew Cropper and Sebastijan Dumancic and Richard Evans and Stephen H. Muggleton}, title = {Inductive logic programming at 30}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {147--172}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06089-1}, doi = {10.1007/S10994-021-06089-1}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CropperDEM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DashSB22, author = {Tirtharaj Dash and Ashwin Srinivasan and A. Baskar}, title = {Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {575--623}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06090-8}, doi = {10.1007/S10994-021-06090-8}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DashSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DeshmukhRMD22, author = {Aniket Anand Deshmukh and Jayanth Reddy Regatti and Eren Manavoglu and {\"{U}}r{\"{u}}n Dogan}, title = {Representation learning for clustering via building consensus}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4601--4638}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06194-9}, doi = {10.1007/S10994-022-06194-9}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DeshmukhRMD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Dubois-TaineVBS22, author = {Benjamin Dubois{-}Taine and Sharan Vaswani and Reza Babanezhad and Mark Schmidt and Simon Lacoste{-}Julien}, title = {{SVRG} meets AdaGrad: painless variance reduction}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4359--4409}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06265-x}, doi = {10.1007/S10994-022-06265-X}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Dubois-TaineVBS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EbersteinSMC22, author = {Victor Eberstein and Jonas Sj{\"{o}}blom and Nikolce Murgovski and Morteza Haghir Chehreghani}, title = {A unified framework for online trip destination prediction}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3839--3865}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06175-y}, doi = {10.1007/S10994-022-06175-Y}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/EbersteinSMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EnglhardtTKSB22, author = {Adrian Englhardt and Holger Trittenbach and Daniel Kottke and Bernhard Sick and Klemens B{\"{o}}hm}, title = {Efficient {SVDD} sampling with approximation guarantees for the decision boundary}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1349--1375}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06149-0}, doi = {10.1007/S10994-022-06149-0}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EnglhardtTKSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FalcianiS22, author = {Herv{\'{e}} Falciani and Enrique Alfonso S{\'{a}}nchez{-}P{\'{e}}rez}, title = {Semi-Lipschitz functions and machine learning for discrete dynamical systems on graphs}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1765--1797}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06130-x}, doi = {10.1007/S10994-022-06130-X}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FalcianiS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FanuelSS22, author = {Micha{\"{e}}l Fanuel and Joachim Schreurs and Johan A. K. Suykens}, title = {Nystr{\"{o}}m landmark sampling and regularized Christoffel functions}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2213--2254}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06165-0}, doi = {10.1007/S10994-022-06165-0}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FanuelSS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FraccaroliLR22, author = {Michele Fraccaroli and Evelina Lamma and Fabrizio Riguzzi}, title = {Symbolic DNN-Tuner}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {625--650}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06097-1}, doi = {10.1007/S10994-021-06097-1}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FraccaroliLR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GaoLWL22, author = {Jiangjiang Gao and Jinhui Lan and Bingxu Wang and Feifan Li}, title = {SDANet: spatial deep attention-based for point cloud classification and segmentation}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1327--1348}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06148-1}, doi = {10.1007/S10994-022-06148-1}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GaoLWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GaoWCI22, author = {Kun Gao and Hanpin Wang and Yongzhi Cao and Katsumi Inoue}, title = {Learning from interpretation transition using differentiable logic programming semantics}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {123--145}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06058-8}, doi = {10.1007/S10994-021-06058-8}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GaoWCI22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GaoWW22, author = {Guangyuan Gao and He Wang and Mario V. W{\"{u}}thrich}, title = {Boosting Poisson regression models with telematics car driving data}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {243--272}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-05957-0}, doi = {10.1007/S10994-021-05957-0}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GaoWW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GarciaVF22, author = {Javier Garc{\'{\i}}a and {\'{A}}lvaro Vis{\'{u}}s and Fernando Fern{\'{a}}ndez}, title = {A taxonomy for similarity metrics between Markov decision processes}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4217--4247}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06242-4}, doi = {10.1007/S10994-022-06242-4}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GarciaVF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GengN22, author = {Lili Geng and Baoning Niu}, title = {Pruning convolutional neural networks via filter similarity analysis}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3161--3180}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06193-w}, doi = {10.1007/S10994-022-06193-W}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GengN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GneitingV22, author = {Tilmann Gneiting and Peter Vogel}, title = {Receiver operating characteristic {(ROC)} curves: equivalences, beta model, and minimum distance estimation}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2147--2159}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06115-2}, doi = {10.1007/S10994-021-06115-2}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GneitingV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GneitingW22, author = {Tilmann Gneiting and Eva{-}Maria Walz}, title = {Receiver operating characteristic {(ROC)} movies, universal {ROC} {(UROC)} curves, and coefficient of predictive ability {(CPA)}}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2769--2797}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06114-3}, doi = {10.1007/S10994-021-06114-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GneitingW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GrabinskiKK22, author = {Julia Grabinski and Janis Keuper and Margret Keuper}, title = {Aliasing and adversarial robust generalization of CNNs}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {3925--3951}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06222-8}, doi = {10.1007/S10994-022-06222-8}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GrabinskiKK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HajduTTT22, author = {Andr{\'{a}}s Hajdu and Gy{\"{o}}rgy Terdik and Attila Tiba and Henrietta Tom{\'{a}}n}, title = {A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1551--1595}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06109-0}, doi = {10.1007/S10994-021-06109-0}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HajduTTT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HalsteadKRPPBOC22, author = {Ben Halstead and Yun Sing Koh and Patricia Riddle and Russel Pears and Mykola Pechenizkiy and Albert Bifet and Gustavo Olivares and Guy Coulson}, title = {Analyzing and repairing concept drift adaptation in data stream classification}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3489--3523}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-05993-w}, doi = {10.1007/S10994-021-05993-W}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HalsteadKRPPBOC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HamriBF22, author = {Mourad El Hamri and Youn{\`{e}}s Bennani and Issam Falih}, title = {Hierarchical optimal transport for unsupervised domain adaptation}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4159--4182}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06231-7}, doi = {10.1007/S10994-022-06231-7}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HamriBF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HaredashtV22, author = {Fateme Nateghi Haredasht and Celine Vens}, title = {Predicting Survival Outcomes in the Presence of Unlabeled Data}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4139--4157}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06257-x}, doi = {10.1007/S10994-022-06257-X}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HaredashtV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HayashiHK22, author = {Shogo Hayashi and Junya Honda and Hisashi Kashima}, title = {Bayesian optimization with partially specified queries}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1019--1048}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06079-3}, doi = {10.1007/S10994-021-06079-3}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HayashiHK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HengstFHH22, author = {Floris den Hengst and Vincent Fran{\c{c}}ois{-}Lavet and Mark Hoogendoorn and Frank van Harmelen}, title = {Planning for potential: efficient safe reinforcement learning}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2255--2274}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06143-6}, doi = {10.1007/S10994-022-06143-6}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HengstFHH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HettiarachchiAB22, author = {Hansi Hettiarachchi and Mariam Adedoyin{-}Olowe and Jagdev Bhogal and Mohamed Medhat Gaber}, title = {Embed2Detect: temporally clustered embedded words for event detection in social media}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {49--87}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-05988-7}, doi = {10.1007/S10994-021-05988-7}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HettiarachchiAB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Holland22, author = {Matthew J. Holland}, title = {Learning with risks based on M-location}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4679--4718}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06217-5}, doi = {10.1007/S10994-022-06217-5}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Holland22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuNS22, author = {Robert Hu and Geoff K. Nicholls and Dino Sejdinovic}, title = {Large scale tensor regression using kernels and variational inference}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2663--2713}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06067-7}, doi = {10.1007/S10994-021-06067-7}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuNS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangTXL22, author = {Shudong Huang and Ivor W. Tsang and Zenglin Xu and Jiancheng Lv}, title = {Multiple partitions alignment via spectral rotation}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1049--1072}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06071-x}, doi = {10.1007/S10994-021-06071-X}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuangTXL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangZ22, author = {Jireh Huang and Qing Zhou}, title = {Partitioned hybrid learning of Bayesian network structures}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1695--1738}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06145-4}, doi = {10.1007/S10994-022-06145-4}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuangZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangZH22, author = {Wei Huang and Xingyu Zhao and Xiaowei Huang}, title = {Embedding and extraction of knowledge in tree ensemble classifiers}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1925--1958}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06068-6}, doi = {10.1007/S10994-021-06068-6}, timestamp = {Sat, 27 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuangZH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuismanPR22, author = {Mike Huisman and Aske Plaat and Jan N. van Rijn}, title = {Stateless neural meta-learning using second-order gradients}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3227--3244}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06210-y}, doi = {10.1007/S10994-022-06210-Y}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HuismanPR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HullermeierWMFR22, author = {Eyke H{\"{u}}llermeier and Marcel Wever and Eneldo Loza Menc{\'{\i}}a and Johannes F{\"{u}}rnkranz and Michael Rapp}, title = {A flexible class of dependence-aware multi-label loss functions}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {713--737}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06107-2}, doi = {10.1007/S10994-021-06107-2}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HullermeierWMFR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IliadisBW22, author = {Dimitrios Iliadis and Bernard De Baets and Willem Waegeman}, title = {Multi-target prediction for dummies using two-branch neural networks}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {651--684}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06104-5}, doi = {10.1007/S10994-021-06104-5}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IliadisBW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IwataT22, author = {Tomoharu Iwata and Yusuke Tanaka}, title = {Few-shot learning for spatial regression via neural embedding-based Gaussian processes}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1239--1257}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06118-z}, doi = {10.1007/S10994-021-06118-Z}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IwataT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JenulSPT22, author = {Anna Jenul and Stefan Schrunner and J{\"{u}}rgen Pilz and Oliver Tomic}, title = {A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS)}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3897--3923}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06221-9}, doi = {10.1007/S10994-022-06221-9}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JenulSPT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JuniorSZ22, author = {Laercio de Oliveira Junior and Florian Stelzer and Liang Zhao}, title = {Clustered and deep echo state networks for signal noise reduction}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2885--2904}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06135-6}, doi = {10.1007/S10994-022-06135-6}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JuniorSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KamaniHFM22, author = {Mohammad Mahdi Kamani and Farzin Haddadpour and Rana Forsati and Mehrdad Mahdavi}, title = {Efficient fair principal component analysis}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3671--3702}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06100-9}, doi = {10.1007/S10994-021-06100-9}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KamaniHFM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KarasiakDMS22, author = {Nicolas Karasiak and Jean{-}Francois Dejoux and Claude Monteil and David Sheeren}, title = {Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2715--2740}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-05972-1}, doi = {10.1007/S10994-021-05972-1}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KarasiakDMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KawintiranonSB22, author = {Kornraphop Kawintiranon and Lisa Singh and Ceren Budak}, title = {Traditional and context-specific spam detection in low resource settings}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2515--2536}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06176-x}, doi = {10.1007/S10994-022-06176-X}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KawintiranonSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KilincM22, author = {Ozsel Kilinc and Giovanni Montana}, title = {Reinforcement learning for robotic manipulation using simulated locomotion demonstrations}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {465--486}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06116-1}, doi = {10.1007/S10994-021-06116-1}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KilincM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KohSL22, author = {Pang Wei Koh and Jacob Steinhardt and Percy Liang}, title = {Stronger data poisoning attacks break data sanitization defenses}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {1--47}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06119-y}, doi = {10.1007/S10994-021-06119-Y}, timestamp = {Wed, 23 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KohSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KonigHR22, author = {Matthias K{\"{o}}nig and Holger H. Hoos and Jan N. van Rijn}, title = {Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4565--4584}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06212-w}, doi = {10.1007/S10994-022-06212-W}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KonigHR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KuvshinovG22, author = {Aleksei Kuvshinov and Stephan G{\"{u}}nnemann}, title = {Robustness verification of ReLU networks via quadratic programming}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2407--2433}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06132-9}, doi = {10.1007/S10994-022-06132-9}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KuvshinovG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LeNP22, author = {Trung Le and Khanh Nguyen and Dinh Q. Phung}, title = {Improving kernel online learning with a snapshot memory}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {997--1018}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06075-7}, doi = {10.1007/S10994-021-06075-7}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LeNP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LenzPC22, author = {Oliver Urs Lenz and Daniel Peralta and Chris Cornelis}, title = {Optimised one-class classification performance}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2863--2883}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06147-2}, doi = {10.1007/S10994-022-06147-2}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LenzPC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LeroyLGG22, author = {Arthur Leroy and Pierre Latouche and Benjamin Guedj and Servane Gey}, title = {{MAGMA:} inference and prediction using multi-task Gaussian processes with common mean}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1821--1849}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06172-1}, doi = {10.1007/S10994-022-06172-1}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LeroyLGG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiFCLS22, author = {Yaqiong Li and Xuhui Fan and Ling Chen and Bin Li and Scott A. Sisson}, title = {Smoothing graphons for modelling exchangeable relational data}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {319--344}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06046-y}, doi = {10.1007/S10994-021-06046-Y}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiFCLS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiL22, author = {Junfan Li and Shizhong Liao}, title = {Worst-case regret analysis of computationally budgeted online kernel selection}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {937--976}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06082-8}, doi = {10.1007/S10994-021-06082-8}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiSHC22, author = {Shaoyuan Li and Ye Shi and Sheng{-}Jun Huang and Songcan Chen}, title = {Improving deep label noise learning with dual active label correction}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1103--1124}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06081-9}, doi = {10.1007/S10994-021-06081-9}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiSHC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiW22, author = {Ke Li and Gang Wu}, title = {Randomized approximate class-specific kernel spectral regression analysis for large-scale face verification}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2037--2091}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06140-9}, doi = {10.1007/S10994-022-06140-9}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiWZC22, author = {Wenjie Li and Zhanyu Wang and Yichen Zhang and Guang Cheng}, title = {Variance reduction on general adaptive stochastic mirror descent}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4639--4677}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06227-3}, doi = {10.1007/S10994-022-06227-3}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiWZC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiaoHYL22, author = {Keng{-}Te Liao and Bo{-}Wei Huang and Chih{-}Chun Yang and Shou{-}De Lin}, title = {Bayesian mixture variational autoencoders for multi-modal learning}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4329--4357}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06272-y}, doi = {10.1007/S10994-022-06272-Y}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiaoHYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiaoWXYSC22, author = {Ningyi Liao and Shufan Wang and Liyao Xiang and Nanyang Ye and Shuo Shao and Pengzhi Chu}, title = {Achieving adversarial robustness via sparsity}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {685--711}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06049-9}, doi = {10.1007/S10994-021-06049-9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiaoWXYSC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuC22, author = {Yang Liu and Anthony C. Constantinou}, title = {Greedy structure learning from data that contain systematic missing values}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3867--3896}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06195-8}, doi = {10.1007/S10994-022-06195-8}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuXWADW22, author = {Haoran Liu and Haoyi Xiong and Yaqing Wang and Haozhe An and Dejing Dou and Dongrui Wu}, title = {Exploring the common principal subspace of deep features in neural networks}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1125--1157}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06076-6}, doi = {10.1007/S10994-021-06076-6}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuXWADW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaKS22, author = {Xin Ma and Suprateek Kundu and Jennifer S. Stevens}, title = {Semi-parametric Bayes regression with network-valued covariates}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3733--3767}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06174-z}, doi = {10.1007/S10994-022-06174-Z}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MaKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaL22, author = {Yi{-}Fan Ma and Ming Li}, title = {The flowing nature matters: feature learning from the control flow graph of source code for bug localization}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {853--870}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06078-4}, doi = {10.1007/S10994-021-06078-4}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MaL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MarinoCHM22, author = {Joseph Marino and Lei Chen and Jiawei He and Stephan Mandt}, title = {Improving sequential latent variable models with autoregressive flows}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1597--1620}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06092-6}, doi = {10.1007/S10994-021-06092-6}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MarinoCHM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MetelliMR22, author = {Alberto Maria Metelli and Guglielmo Manneschi and Marcello Restelli}, title = {Policy space identification in configurable environments}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2093--2145}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06033-3}, doi = {10.1007/S10994-021-06033-3}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MetelliMR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MiroshnikovKFK22, author = {Alexey Miroshnikov and Konstandinos Kotsiopoulos and Ryan Franks and Arjun Ravi Kannan}, title = {Wasserstein-based fairness interpretability framework for machine learning models}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3307--3357}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06213-9}, doi = {10.1007/S10994-022-06213-9}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MiroshnikovKFK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MitchenerTCR22, author = {Ludovico Mitchener and David Tuckey and Matthew Crosby and Alessandra Russo}, title = {Detect, Understand, Act: {A} Neuro-symbolic Hierarchical Reinforcement Learning Framework}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1523--1549}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06142-7}, doi = {10.1007/S10994-022-06142-7}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MitchenerTCR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MohamadAB22, author = {Saad Mohamad and Hamad Alamri and Abdelhamid Bouchachia}, title = {Scaling up stochastic gradient descent for non-convex optimisation}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4039--4079}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06243-3}, doi = {10.1007/S10994-022-06243-3}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MohamadAB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Mukhopadhyay22, author = {Subhadeep Mukhopadhyay}, title = {InfoGram and admissible machine learning}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {205--242}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06121-4}, doi = {10.1007/S10994-021-06121-4}, timestamp = {Wed, 23 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Mukhopadhyay22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Munoz-Izquierdo22, author = {Nora Mu{\~{n}}oz{-}Izquierdo and Mar{\'{\i}}a Jes{\'{u}}s Segovia{-}Vargas and Mar{\'{\i}}a{-}del{-}Mar Camacho{-}Mi{\~{n}}ano and Yolanda P{\'{e}}rez{-}P{\'{e}}rez}, title = {Machine learning in corporate credit rating assessment using the expanded audit report}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4183--4215}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06226-4}, doi = {10.1007/S10994-022-06226-4}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Munoz-Izquierdo22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NabatiGS22, author = {Mohammad Nabati and Seyed Ali Ghorashi and Reza Shahbazian}, title = {{JGPR:} a computationally efficient multi-target Gaussian process regression algorithm}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {1987--2010}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06170-3}, doi = {10.1007/S10994-022-06170-3}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NabatiGS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NadisicCVG22, author = {Nicolas Nadisic and Jeremy E. Cohen and Arnaud Vandaele and Nicolas Gillis}, title = {Matrix-wise {\(\mathscr{l}\)} \({}_{\mbox{0}}\)-constrained sparse nonnegative least squares}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4453--4495}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06260-2}, doi = {10.1007/S10994-022-06260-2}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NadisicCVG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Nakai-KasaiT22, author = {Ayano Nakai{-}Kasai and Toshiyuki Tanaka}, title = {Nested aggregation of experts using inducing points for approximated Gaussian process regression}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1671--1694}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06101-8}, doi = {10.1007/S10994-021-06101-8}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Nakai-KasaiT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenPNLT22, author = {Ha Nguyen and Hoang Pham and Son Nguyen and Ngo Van Linh and Khoat Than}, title = {Adaptive infinite dropout for noisy and sparse data streams}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {3025--3060}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06169-w}, doi = {10.1007/S10994-022-06169-W}, timestamp = {Tue, 14 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NguyenPNLT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenSH22, author = {Vu{-}Linh Nguyen and Mohammad Hossein Shaker and Eyke H{\"{u}}llermeier}, title = {How to measure uncertainty in uncertainty sampling for active learning}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {89--122}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06003-9}, doi = {10.1007/S10994-021-06003-9}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NguyenSH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NiWZYL22, author = {Mingze Ni and Ce Wang and Tianqing Zhu and Shui Yu and Wei Liu}, title = {Attacking neural machine translations via hybrid attention learning}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {3977--4002}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06249-x}, doi = {10.1007/S10994-022-06249-X}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/NiWZYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OkawaITKTK22, author = {Maya Okawa and Tomoharu Iwata and Yusuke Tanaka and Takeshi Kurashima and Hiroyuki Toda and Hisashi Kashima}, title = {Context-aware spatio-temporal event prediction via convolutional Hawkes processes}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2929--2950}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06136-5}, doi = {10.1007/S10994-022-06136-5}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/OkawaITKTK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PaassenKY22, author = {Benjamin Paa{\ss}en and Irena Koprinska and Kalina Yacef}, title = {Recursive tree grammar autoencoders}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3393--3423}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06223-7}, doi = {10.1007/S10994-022-06223-7}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PaassenKY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PaivaMSVL22, author = {Pedro Yuri Arbs Paiva and Camila Castro Moreno and Kate Smith{-}Miles and Maria Gabriela Valeriano and Ana Carolina Lorena}, title = {Relating instance hardness to classification performance in a dataset: a visual approach}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {3085--3123}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06205-9}, doi = {10.1007/S10994-022-06205-9}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PaivaMSVL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PapiniPR22, author = {Matteo Papini and Matteo Pirotta and Marcello Restelli}, title = {Smoothing policies and safe policy gradients}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4081--4137}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06232-6}, doi = {10.1007/S10994-022-06232-6}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PapiniPR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PasaNS22, author = {Luca Pasa and Nicol{\`{o}} Navarin and Alessandro Sperduti}, title = {Polynomial-based graph convolutional neural networks for graph classification}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1205--1237}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06098-0}, doi = {10.1007/S10994-021-06098-0}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PasaNS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PasadakisASW22, author = {Dimosthenis Pasadakis and Christie Louis Alappat and Olaf Schenk and Gerhard Wellein}, title = {Multiway p-spectral graph cuts on Grassmann manifolds}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {791--829}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06108-1}, doi = {10.1007/S10994-021-06108-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PasadakisASW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PatsantzisM22, author = {Stassa Patsantzis and Stephen H. Muggleton}, title = {Correction to: Meta-interpretive learning as metarule specialisation}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {3061}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06180-1}, doi = {10.1007/S10994-022-06180-1}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PatsantzisM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PatsantzisM22a, author = {Stassa Patsantzis and Stephen H. Muggleton}, title = {Meta-interpretive learning as metarule specialisation}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3703--3731}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06156-1}, doi = {10.1007/S10994-022-06156-1}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PatsantzisM22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PeiHIP22, author = {Yulong Pei and Tianjin Huang and Werner van Ipenburg and Mykola Pechenizkiy}, title = {ResGCN: attention-based deep residual modeling for anomaly detection on attributed networks}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {519--541}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06044-0}, doi = {10.1007/S10994-021-06044-0}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PeiHIP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PhamKKS22, author = {Tuan Pham and Daniel Kottke and Georg Krempl and Bernhard Sick}, title = {Stream-based active learning for sliding windows under the influence of verification latency}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2011--2036}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06099-z}, doi = {10.1007/S10994-021-06099-Z}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PhamKKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PinotMYGCA22, author = {Rafael Pinot and Laurent Meunier and Florian Yger and C{\'{e}}dric Gouy{-}Pailler and Yann Chevaleyre and Jamal Atif}, title = {On the robustness of randomized classifiers to adversarial examples}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3425--3457}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06216-6}, doi = {10.1007/S10994-022-06216-6}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PinotMYGCA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PunnA22, author = {Narinder Singh Punn and Sonali Agarwal}, title = {BT-Unet: {A} self-supervised learning framework for biomedical image segmentation using barlow twins with U-net models}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4585--4600}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06219-3}, doi = {10.1007/S10994-022-06219-3}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PunnA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QaraeiB22, author = {Mohammadreza Qaraei and Rohit Babbar}, title = {Adversarial examples for extreme multilabel text classification}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4539--4563}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06263-z}, doi = {10.1007/S10994-022-06263-Z}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/QaraeiB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RaboldSS22, author = {Johannes Rabold and Michael Siebers and Ute Schmid}, title = {Generating contrastive explanations for inductive logic programming based on a near miss approach}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1799--1820}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06048-w}, doi = {10.1007/S10994-021-06048-W}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RaboldSS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RakotomamonjyFG22, author = {Alain Rakotomamonjy and R{\'{e}}mi Flamary and Gilles Gasso and M. El Alaya and Maxime Berar and Nicolas Courty}, title = {Optimal transport for conditional domain matching and label shift}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1651--1670}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06088-2}, doi = {10.1007/S10994-021-06088-2}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RakotomamonjyFG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RamosBM22, author = {Guilherme Ramos and Ludovico Boratto and Mirko Marras}, title = {Robust reputation independence in ranking systems for multiple sensitive attributes}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3769--3796}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06173-0}, doi = {10.1007/S10994-022-06173-0}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RamosBM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RibeiroFMI22, author = {Tony Ribeiro and Maxime Folschette and Morgan Magnin and Katsumi Inoue}, title = {Learning any memory-less discrete semantics for dynamical systems represented by logic programs}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3593--3670}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06105-4}, doi = {10.1007/S10994-021-06105-4}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RibeiroFMI22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RiverainFN22, author = {Paul Riverain and Simon Fossier and Mohamed Nadif}, title = {Semi-supervised Latent Block Model with pairwise constraints}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1739--1764}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06137-4}, doi = {10.1007/S10994-022-06137-4}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RiverainFN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaabPZR22, author = {Samer Saab Jr. and Shashi Phoha and Minghui Zhu and Asok Ray}, title = {An adaptive polyak heavy-ball method}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3245--3277}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06215-7}, doi = {10.1007/S10994-022-06215-7}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SaabPZR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaadallahJM22, author = {Amal Saadallah and Matthias Jakobs and Katharina Morik}, title = {Explainable online ensemble of deep neural network pruning for time series forecasting}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3459--3487}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06218-4}, doi = {10.1007/S10994-022-06218-4}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SaadallahJM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SabaterBR22, author = {C{\'{e}}sar Sabater and Aur{\'{e}}lien Bellet and Jan Ramon}, title = {An accurate, scalable and verifiable protocol for federated differentially private averaging}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4249--4293}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06267-9}, doi = {10.1007/S10994-022-06267-9}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SabaterBR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SahaEW22, author = {Surojit Saha and Shireen Y. Elhabian and Ross T. Whitaker}, title = {GENs: generative encoding networks}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4003--4038}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06220-w}, doi = {10.1007/S10994-022-06220-W}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SahaEW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchultheisB22, author = {Erik Schultheis and Rohit Babbar}, title = {Speeding-up one-versus-all training for extreme classification via mean-separating initialization}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {3953--3976}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06228-2}, doi = {10.1007/S10994-022-06228-2}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SchultheisB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchulzHWW22, author = {Till Hendrik Schulz and Tam{\'{a}}s Horv{\'{a}}th and Pascal Welke and Stefan Wrobel}, title = {A generalized Weisfeiler-Lehman graph kernel}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2601--2629}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06131-w}, doi = {10.1007/S10994-022-06131-W}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SchulzHWW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShaoSA22, author = {Weijia Shao and Fikret Sivrikaya and Sahin Albayrak}, title = {Optimistic optimisation of composite objective with exponentiated update}, journal = {Mach. Learn.}, volume = {111}, number = {12}, pages = {4719--4764}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06229-1}, doi = {10.1007/S10994-022-06229-1}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ShaoSA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShuiWG22, author = {Changjian Shui and Boyu Wang and Christian Gagn{\'{e}}}, title = {On the benefits of representation regularization in invariance based domain generalization}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {895--915}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06080-w}, doi = {10.1007/S10994-021-06080-W}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShuiWG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SkrljDLP22, author = {Blaz Skrlj and Saso Dzeroski and Nada Lavrac and Matej Petkovic}, title = {ReliefE: feature ranking in high-dimensional spaces via manifold embeddings}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {273--317}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-05998-5}, doi = {10.1007/S10994-021-05998-5}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SkrljDLP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SouzaNRMSR22, author = {Mariana Caravanti de Souza and Bruno Magalh{\~{a}}es Nogueira and Rafael Geraldeli Rossi and Ricardo Marcondes Marcacini and Brucce Neves dos Santos and Solange Oliveira Rezende}, title = {A network-based positive and unlabeled learning approach for fake news detection}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3549--3592}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06111-6}, doi = {10.1007/S10994-021-06111-6}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SouzaNRMSR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SrinivasanBB22, author = {Ashwin Srinivasan and Michael Bain and A. Baskar}, title = {Learning explanations for biological feedback with delays using an event calculus}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2435--2487}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06038-y}, doi = {10.1007/S10994-021-06038-Y}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SrinivasanBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SrinivasanDAFG22, author = {Sriram Srinivasan and Charles Dickens and Eriq Augustine and Golnoosh Farnadi and Lise Getoor}, title = {A taxonomy of weight learning methods for statistical relational learning}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2799--2838}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06069-5}, doi = {10.1007/S10994-021-06069-5}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SrinivasanDAFG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TanveerTCG22, author = {Mohammad Tanveer and Aruna Tiwari and Rahul Choudhary and M. A. Ganaie}, title = {Large-scale pinball twin support vector machines}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3525--3548}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06061-z}, doi = {10.1007/S10994-021-06061-Z}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TanveerTCG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TarzariolGS22, author = {Alice Tarzariol and Martin Gebser and Konstantin Schekotihin}, title = {Lifting symmetry breaking constraints with inductive logic programming}, journal = {Mach. Learn.}, volume = {111}, number = {4}, pages = {1303--1326}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06146-3}, doi = {10.1007/S10994-022-06146-3}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TarzariolGS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Tatti22, author = {Nikolaj Tatti}, title = {Maintaining {AUC} and H-measure over time}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2839--2862}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06084-6}, doi = {10.1007/S10994-021-06084-6}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Tatti22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VermaPT22, author = {Bhisham Dev Verma and Rameshwar Pratap and Manoj Thakur}, title = {Variance reduction in feature hashing using {MLE} and control variate method}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2631--2662}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06166-z}, doi = {10.1007/S10994-022-06166-Z}, timestamp = {Sun, 24 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/VermaPT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ViljanenAP22, author = {Markus Viljanen and Antti Airola and Tapio Pahikkala}, title = {Generalized vec trick for fast learning of pairwise kernel models}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {543--573}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06127-y}, doi = {10.1007/S10994-021-06127-Y}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ViljanenAP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WanTZ22, author = {Yuanyu Wan and Wei{-}Wei Tu and Lijun Zhang}, title = {Online strongly convex optimization with unknown delays}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {871--893}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06072-w}, doi = {10.1007/S10994-021-06072-W}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WanTZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangC22, author = {Siwei Wang and Wei Chen}, title = {The pure exploration problem with general reward functions depending on full distributions}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3279--3306}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06214-8}, doi = {10.1007/S10994-022-06214-8}, timestamp = {Tue, 30 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WangC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangDF22, author = {Chaojie Wang and Jin Du and Xiaodan Fan}, title = {High-dimensional correlation matrix estimation for general continuous data with Bagging technique}, journal = {Mach. Learn.}, volume = {111}, number = {8}, pages = {2905--2927}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06138-3}, doi = {10.1007/S10994-022-06138-3}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangDF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangS22, author = {Jing Wang and Jie Shen}, title = {Fast spectral analysis for approximate nearest neighbor search}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2297--2322}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06124-1}, doi = {10.1007/S10994-021-06124-1}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WangS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Werner22, author = {Tino Werner}, title = {A review on instance ranking problems in statistical learning}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {415--463}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06122-3}, doi = {10.1007/S10994-021-06122-3}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Werner22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WilmingBMH22, author = {Rick Wilming and C{\'{e}}line Budding and Klaus{-}Robert M{\"{u}}ller and Stefan Haufe}, title = {Scrutinizing {XAI} using linear ground-truth data with suppressor variables}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1903--1923}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06167-y}, doi = {10.1007/S10994-022-06167-Y}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WilmingBMH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WolterBHG22, author = {Moritz Wolter and Felix Blanke and Raoul Heese and Jochen Garcke}, title = {Wavelet-packets for deepfake image analysis and detection}, journal = {Mach. Learn.}, volume = {111}, number = {11}, pages = {4295--4327}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06225-5}, doi = {10.1007/S10994-022-06225-5}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WolterBHG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuDS22, author = {Ga Wu and Justin Domke and Scott Sanner}, title = {Arbitrary conditional inference in variational autoencoders via fast prior network training}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2537--2559}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06171-2}, doi = {10.1007/S10994-022-06171-2}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WuDS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuWYLLZ22, author = {Jiantao Wu and Lin Wang and Bo Yang and Fanqi Li and Chunxiuzi Liu and Jin Zhou}, title = {{DEFT:} distilling entangled factors by preventing information diffusion}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2275--2295}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06134-7}, doi = {10.1007/S10994-022-06134-7}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WuWYLLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuXZWXQ22, author = {Xueqing Wu and Yingce Xia and Jinhua Zhu and Lijun Wu and Shufang Xie and Tao Qin}, title = {A study of {BERT} for context-aware neural machine translation}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {917--935}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06070-y}, doi = {10.1007/S10994-021-06070-Y}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WuXZWXQ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XieXWHFQ22, author = {Shufang Xie and Yingce Xia and Lijun Wu and Yiqing Huang and Yang Fan and Tao Qin}, title = {End-to-end entity-aware neural machine translation}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1181--1203}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06073-9}, doi = {10.1007/S10994-021-06073-9}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/XieXWHFQ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XuZYH22, author = {Zhuoer Xu and Guanghui Zhu and Chunfeng Yuan and Yihua Huang}, title = {One-Stage Tree: end-to-end tree builder and pruner}, journal = {Mach. Learn.}, volume = {111}, number = {5}, pages = {1959--1985}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06094-4}, doi = {10.1007/S10994-021-06094-4}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/XuZYH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangRR22, author = {Wen{-}Chi Yang and Jean{-}Fran{\c{c}}ois Raskin and Luc De Raedt}, title = {Lifted model checking for relational MDPs}, journal = {Mach. Learn.}, volume = {111}, number = {10}, pages = {3797--3838}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06102-7}, doi = {10.1007/S10994-021-06102-7}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/YangRR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhaiKGZL22, author = {Tingting Zhai and Fr{\'{e}}d{\'{e}}ric Koriche and Yang Gao and Junwu Zhu and Bin Li}, title = {Online active classification via margin-based and feature-based label queries}, journal = {Mach. Learn.}, volume = {111}, number = {6}, pages = {2323--2348}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06133-8}, doi = {10.1007/S10994-022-06133-8}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhaiKGZL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangHLWLL22, author = {Chi Zhang and Benyi Hu and Yuhang Liuzhang and Le Wang and Li Liu and Yuehu Liu}, title = {Switching: understanding the class-reversed sampling in tail sample memorization}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {1073--1101}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06087-3}, doi = {10.1007/S10994-021-06087-3}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangHLWLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangHX22, author = {Shufei Zhang and Kaizhu Huang and Zenglin Xu}, title = {Re-thinking model robustness from stability: a new insight to defend adversarial examples}, journal = {Mach. Learn.}, volume = {111}, number = {7}, pages = {2489--2513}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06186-9}, doi = {10.1007/S10994-022-06186-9}, timestamp = {Sun, 24 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangHX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangLY22, author = {Yi{-}Feng Zhang and Fan{-}Ming Luo and Yang Yu}, title = {Improve generated adversarial imitation learning with reward variance regularization}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {977--995}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06083-7}, doi = {10.1007/S10994-021-06083-7}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangLY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangLZSZ22, author = {Haonan Zhang and Longjun Liu and Hengyi Zhou and Hongbin Sun and Nanning Zheng}, title = {{CMD:} controllable matrix decomposition with global optimization for deep neural network compression}, journal = {Mach. Learn.}, volume = {111}, number = {3}, pages = {831--851}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06077-5}, doi = {10.1007/S10994-021-06077-5}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangLZSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangSYG22, author = {Chuang Zhang and Li Shen and Jian Yang and Chen Gong}, title = {Towards harnessing feature embedding for robust learning with noisy labels}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3181--3201}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06197-6}, doi = {10.1007/S10994-022-06197-6}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangSYG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangYYCL22, author = {Huishuai Zhang and Da Yu and Mingyang Yi and Wei Chen and Tie{-}Yan Liu}, title = {Stabilize deep ResNet with a sharp scaling factor {\(\tau\)}}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3359--3392}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06192-x}, doi = {10.1007/S10994-022-06192-X}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangYYCL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouLZ22, author = {Yi Zhou and Yingbin Liang and Huishuai Zhang}, title = {Understanding generalization error of {SGD} in nonconvex optimization}, journal = {Mach. Learn.}, volume = {111}, number = {1}, pages = {345--375}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06056-w}, doi = {10.1007/S10994-021-06056-W}, timestamp = {Wed, 23 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhouLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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 = {Sun, 04 Aug 2024 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 = {Sun, 04 Aug 2024 01:00:00 +0200}, 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} }
@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 = {Sun, 04 Aug 2024 01:00:00 +0200}, 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} }
@article{DBLP:journals/ml/AdamskiyBDK19, author = {Dmitry Adamskiy and Anthony Bellotti and Raisa Dzhamtyrova and Yuri Kalnishkan}, title = {Aggregating Algorithm for prediction of packs}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1231--1260}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5769-2}, doi = {10.1007/S10994-018-5769-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AdamskiyBDK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AravkinBP19, author = {Aleksandr Y. Aravkin and Giulio Bottegal and Gianluigi Pillonetto}, title = {Boosting as a kernel-based method}, journal = {Mach. Learn.}, volume = {108}, number = {11}, pages = {1951--1974}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05797-z}, doi = {10.1007/S10994-019-05797-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AravkinBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AtanZFS19, author = {Onur Atan and William R. Zame and Qiaojun Feng and Mihaela van der Schaar}, title = {Constructing effective personalized policies using counterfactual inference from biased data sets with many features}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {945--970}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5768-3}, doi = {10.1007/S10994-018-5768-3}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AtanZFS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BabbarS19, author = {Rohit Babbar and Bernhard Sch{\"{o}}lkopf}, title = {Data scarcity, robustness and extreme multi-label classification}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1329--1351}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05791-5}, doi = {10.1007/S10994-019-05791-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BabbarS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BaxWT19, author = {Eric Bax and Lingjie Weng and Xu Tian}, title = {Speculate-correct error bounds for k-nearest neighbor classifiers}, journal = {Mach. Learn.}, volume = {108}, number = {12}, pages = {2087--2111}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05814-1}, doi = {10.1007/S10994-019-05814-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BaxWT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BerrarLD19, author = {Daniel Berrar and Philippe Lopes and Werner Dubitzky}, title = {Incorporating domain knowledge in machine learning for soccer outcome prediction}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {97--126}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5747-8}, doi = {10.1007/S10994-018-5747-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BerrarLD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BerrarLDD19, author = {Daniel Berrar and Philippe Lopes and Jesse Davis and Werner Dubitzky}, title = {Guest editorial: special issue on machine learning for soccer}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {1--7}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5763-8}, doi = {10.1007/S10994-018-5763-8}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BerrarLDD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BiauCR19, author = {G{\'{e}}rard Biau and Beno{\^{\i}}t Cadre and Laurent Rouv{\`{\i}}{\`{e}}re}, title = {Accelerated gradient boosting}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {971--992}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05787-1}, doi = {10.1007/S10994-019-05787-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BiauCR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BorgwardtLTU19, author = {Karsten M. Borgwardt and Po{-}Ling Loh and Evimaria Terzi and Antti Ukkonen}, title = {Introduction to the special issue for the {ECML} {PKDD} 2019 journal track}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1191--1192}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05831-0}, doi = {10.1007/S10994-019-05831-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BorgwardtLTU19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BoulleCL19, author = {Marc Boull{\'{e}} and Cl{\'{e}}ment Charnay and Nicolas Lachiche}, title = {A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {229--266}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5746-9}, doi = {10.1007/S10994-018-5746-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BoulleCL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrankovicP19, author = {Aida Brankovic and Luigi Piroddi}, title = {A distributed feature selection scheme with partial information sharing}, journal = {Mach. Learn.}, volume = {108}, number = {11}, pages = {2009--2034}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05809-y}, doi = {10.1007/S10994-019-05809-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BrankovicP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrefeldLM19, author = {Ulf Brefeld and Jan Lasek and Sebastian Mair}, title = {Probabilistic movement models and zones of control}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {127--147}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5725-1}, doi = {10.1007/S10994-018-5725-1}, timestamp = {Tue, 19 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BrefeldLM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerqueiraTPS19, author = {V{\'{\i}}tor Cerqueira and Lu{\'{\i}}s Torgo and F{\'{a}}bio Pinto and Carlos Soares}, title = {Arbitrage of forecasting experts}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {913--944}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-05774-y}, doi = {10.1007/S10994-018-05774-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CerqueiraTPS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Cherubin19, author = {Giovanni Cherubin}, title = {Majority vote ensembles of conformal predictors}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {475--488}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5752-y}, doi = {10.1007/S10994-018-5752-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Cherubin19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChuHL19, author = {Hong{-}Min Chu and Kuan{-}Hao Huang and Hsuan{-}Tien Lin}, title = {Dynamic principal projection for cost-sensitive online multi-label classification}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1193--1230}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5773-6}, doi = {10.1007/S10994-018-5773-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ChuHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Constantinou19, author = {Anthony C. Constantinou}, title = {Dolores: a model that predicts football match outcomes from all over the world}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {49--75}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5703-7}, doi = {10.1007/S10994-018-5703-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Constantinou19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CousinsR19, author = {Cyrus Cousins and Matteo Riondato}, title = {CaDET: interpretable parametric conditional density estimation with decision trees and forests}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1613--1634}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05820-3}, doi = {10.1007/S10994-019-05820-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CousinsR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CowenSC19, author = {Benjamin Cowen and Apoorva Nandini Saridena and Anna Choromanska}, title = {{LSALSA:} accelerated source separation via learned sparse coding}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1307--1327}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05812-3}, doi = {10.1007/S10994-019-05812-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CowenSC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CropperM19, author = {Andrew Cropper and Stephen H. Muggleton}, title = {Learning efficient logic programs}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1063--1083}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5712-6}, doi = {10.1007/S10994-018-5712-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CropperM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CsajiK19, author = {Bal{\'{a}}zs Csan{\'{a}}d Cs{\'{a}}ji and Kriszti{\'{a}}n Bal{\'{a}}zs Kis}, title = {Distribution-free uncertainty quantification for kernel methods by gradient perturbations}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1677--1699}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05822-1}, doi = {10.1007/S10994-019-05822-1}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CsajiK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DahlB19, author = {Astrid Dahl and Edwin V. Bonilla}, title = {Grouped Gaussian processes for solar power prediction}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1287--1306}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05808-z}, doi = {10.1007/S10994-019-05808-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DahlB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DoTNV19, author = {Kien Do and Truyen Tran and Thin Nguyen and Svetha Venkatesh}, title = {Attentional multilabel learning over graphs: a message passing approach}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1757--1781}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05782-6}, doi = {10.1007/S10994-019-05782-6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DoTNV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DubitzkyLDB19, author = {Werner Dubitzky and Philippe Lopes and Jesse Davis and Daniel Berrar}, title = {The Open International Soccer Database for machine learning}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {9--28}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5726-0}, doi = {10.1007/S10994-018-5726-0}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DubitzkyLDB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EggelingGK19, author = {Ralf Eggeling and Ivo Grosse and Mikko Koivisto}, title = {Algorithms for learning parsimonious context trees}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {879--911}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5770-9}, doi = {10.1007/S10994-018-5770-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EggelingGK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EliadesLKP19, author = {Charalambos Eliades and Ladislav Lenc and Pavel Kr{\'{a}}l and Harris Papadopoulos}, title = {Automatic face recognition with well-calibrated confidence measures}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {511--534}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5756-7}, doi = {10.1007/S10994-018-5756-7}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EliadesLKP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EvangelopoulosB19, author = {Xenophon Evangelopoulos and Austin J. Brockmeier and Tingting Mu and John Yannis Goulermas}, title = {Continuation methods for approximate large scale object sequencing}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {595--626}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5764-7}, doi = {10.1007/S10994-018-5764-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EvangelopoulosB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FadjaR19, author = {Arnaud Nguembang Fadja and Fabrizio Riguzzi}, title = {Lifted discriminative learning of probabilistic logic programs}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1111--1135}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5750-0}, doi = {10.1007/S10994-018-5750-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FadjaR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FarooqS19, author = {Muhammad Farooq and Ingo Steinwart}, title = {Learning rates for kernel-based expectile regression}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {203--227}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5762-9}, doi = {10.1007/S10994-018-5762-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FarooqS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GammermanVBC19, author = {Alexander Gammerman and Vladimir Vovk and Henrik Bostr{\"{o}}m and Lars Carlsson}, title = {Conformal and probabilistic prediction with applications: editorial}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {379--380}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5761-x}, doi = {10.1007/S10994-018-5761-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GammermanVBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GebhardtKN19, author = {Gregor H. W. Gebhardt and Andras Gabor Kupcsik and Gerhard Neumann}, title = {The kernel Kalman rule - Efficient nonparametric inference by recursive least-squares and subspace projections}, journal = {Mach. Learn.}, volume = {108}, number = {12}, pages = {2113--2157}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05816-z}, doi = {10.1007/S10994-019-05816-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GebhardtKN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GomesBRBEPHA19, author = {Heitor Murilo Gomes and Albert Bifet and Jesse Read and Jean Paul Barddal and Fabr{\'{\i}}cio Enembreck and Bernhard Pfahringer and Geoff Holmes and Talel Abdessalem}, title = {Correction to: Adaptive random forests for evolving data stream classification}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1877--1878}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05793-3}, doi = {10.1007/S10994-019-05793-3}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GuimaraesPZ19, author = {Victor Guimar{\~{a}}es and Aline Paes and Gerson Zaverucha}, title = {Online probabilistic theory revision from examples with ProPPR}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1165--1189}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05798-y}, doi = {10.1007/S10994-019-05798-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GuimaraesPZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HamzeheiWKC19, author = {Asso Hamzehei and Raymond K. Wong and Danai Koutra and Fang Chen}, title = {Collaborative topic regression for predicting topic-based social influence}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1831--1850}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-05776-w}, doi = {10.1007/S10994-018-05776-W}, timestamp = {Thu, 24 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HamzeheiWKC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HanYPTXYS19, author = {Bo Han and Quanming Yao and Yuangang Pan and Ivor W. Tsang and Xiaokui Xiao and Qiang Yang and Masashi Sugiyama}, title = {Millionaire: a hint-guided approach for crowdsourcing}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {831--858}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5766-5}, doi = {10.1007/S10994-018-5766-5}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HanYPTXYS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HollandI19, author = {Matthew J. Holland and Kazushi Ikeda}, title = {Efficient learning with robust gradient descent}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1523--1560}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05802-5}, doi = {10.1007/S10994-019-05802-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HollandI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangZZANZH19, author = {Ming Huang and Fuzhen Zhuang and Xiao Zhang and Xiang Ao and Zhengyu Niu and Min{-}Ling Zhang and Qing He}, title = {Supervised representation learning for multi-label classification}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {747--763}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05783-5}, doi = {10.1007/S10994-019-05783-5}, timestamp = {Wed, 14 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HuangZZANZH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HubacekSZ19, author = {Ondrej Hub{\'{a}}cek and Gustav Sourek and Filip Zelezn{\'{y}}}, title = {Learning to predict soccer results from relational data with gradient boosted trees}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {29--47}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5704-6}, doi = {10.1007/S10994-018-5704-6}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HubacekSZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JohanssonLLB19, author = {Ulf Johansson and Tuve L{\"{o}}fstr{\"{o}}m and Henrik Linusson and Henrik Bostr{\"{o}}m}, title = {Efficient Venn predictors using random forests}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {535--550}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5753-x}, doi = {10.1007/S10994-018-5753-X}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/JohanssonLLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KanoHSMNS19, author = {Hideaki Kano and Junya Honda and Kentaro Sakamaki and Kentaro Matsuura and Atsuyoshi Nakamura and Masashi Sugiyama}, title = {Good arm identification via bandit feedback}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {721--745}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05784-4}, doi = {10.1007/S10994-019-05784-4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KanoHSMNS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KapoorPK19, author = {Sayash Kapoor and Kumar Kshitij Patel and Purushottam Kar}, title = {Corruption-tolerant bandit learning}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {687--715}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5758-5}, doi = {10.1007/S10994-018-5758-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KapoorPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KhareORR19, author = {Kshitij Khare and Sang{-}Yun Oh and Syed Rahman and Bala Rajaratnam}, title = {A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data}, journal = {Mach. Learn.}, volume = {108}, number = {12}, pages = {2061--2086}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05810-5}, doi = {10.1007/S10994-019-05810-5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KhareORR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KumagaiK19, author = {Wataru Kumagai and Takafumi Kanamori}, title = {Risk bound of transfer learning using parametric feature mapping and its application to sparse coding}, journal = {Mach. Learn.}, volume = {108}, number = {11}, pages = {1975--2008}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05805-2}, doi = {10.1007/S10994-019-05805-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KumagaiK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LachicheVRBZ19, author = {Nicolas Lachiche and Christel Vrain and Fabrizio Riguzzi and Elena Bellodi and Riccardo Zese}, title = {Preface to special issue on Inductive Logic Programming, {ILP} 2017 and 2018}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1057--1059}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05790-6}, doi = {10.1007/S10994-019-05790-6}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LachicheVRBZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LeeKOLK19, author = {Kanghoon Lee and Geon{-}hyeong Kim and Pedro A. Ortega and Daniel D. Lee and Kee{-}Eung Kim}, title = {Bayesian optimistic Kullback-Leibler exploration}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {765--783}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5767-4}, doi = {10.1007/S10994-018-5767-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LeeKOLK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiZCZL19, author = {Zhize Li and Tianyi Zhang and Shuyu Cheng and Jun Zhu and Jian Li}, title = {Stochastic gradient Hamiltonian Monte Carlo with variance reduction for Bayesian inference}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1701--1727}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05825-y}, doi = {10.1007/S10994-019-05825-Y}, timestamp = {Thu, 09 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiZCZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuXSL19, author = {Jingchang Liu and Linli Xu and Shuheng Shen and Qing Ling}, title = {An accelerated variance reducing stochastic method with Douglas-Rachford splitting}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {859--878}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05785-3}, doi = {10.1007/S10994-019-05785-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiuXSL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LorenzenIS19, author = {Stephan Sloth Lorenzen and Christian Igel and Yevgeny Seldin}, title = {On PAC-Bayesian bounds for random forests}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1503--1522}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05803-4}, doi = {10.1007/S10994-019-05803-4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LorenzenIS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LuedtkeKC19, author = {Alexander Luedtke and Emilie Kaufmann and Antoine Chambaz}, title = {Asymptotically optimal algorithms for budgeted multiple play bandits}, journal = {Mach. Learn.}, volume = {108}, number = {11}, pages = {1919--1949}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05799-x}, doi = {10.1007/S10994-019-05799-X}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LuedtkeKC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaC19, author = {Di Ma and Songcan Chen}, title = {2D compressed learning: support matrix machine with bilinear random projections}, journal = {Mach. Learn.}, volume = {108}, number = {12}, pages = {2035--2060}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05804-3}, doi = {10.1007/S10994-019-05804-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MaC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MansbridgeFFB19, author = {Alex Mansbridge and Roberto Fierimonte and Ilya Feige and David Barber}, title = {Improving latent variable descriptiveness by modelling rather than ad-hoc factors}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1601--1611}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05830-1}, doi = {10.1007/S10994-019-05830-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MansbridgeFFB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MariappanR19, author = {Ragunathan Mariappan and Vaibhav Rajan}, title = {Deep collective matrix factorization for augmented multi-view learning}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1395--1420}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05801-6}, doi = {10.1007/S10994-019-05801-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MariappanR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Menon19, author = {Aditya Krishna Menon}, title = {The risk of trivial solutions in bipartite top ranking}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {627--658}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5759-4}, doi = {10.1007/S10994-018-5759-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Menon19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MichelioudakisA19, author = {Evangelos Michelioudakis and Alexander Artikis and Georgios Paliouras}, title = {Semi-supervised online structure learning for composite event recognition}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1085--1110}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05794-2}, doi = {10.1007/S10994-019-05794-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MichelioudakisA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MishraKJS19, author = {Bamdev Mishra and Hiroyuki Kasai and Pratik Jawanpuria and Atul Saroop}, title = {A Riemannian gossip approach to subspace learning on Grassmann manifold}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1783--1803}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-05775-x}, doi = {10.1007/S10994-018-05775-X}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MishraKJS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MozinaDBZ19, author = {Martin Mozina and Janez Demsar and Ivan Bratko and Jure Zabkar}, title = {Extreme value correction: a method for correcting optimistic estimations in rule learning}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {297--329}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5731-3}, doi = {10.1007/S10994-018-5731-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MozinaDBZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PajarinenTAPN19, author = {Joni Pajarinen and Hong Linh Thai and Riad Akrour and Jan Peters and Gerhard Neumann}, title = {Compatible natural gradient policy search}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1443--1466}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05807-0}, doi = {10.1007/S10994-019-05807-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PajarinenTAPN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ParisiTPK19, author = {Simone Parisi and Voot Tangkaratt and Jan Peters and Mohammad Emtiyaz Khan}, title = {TD-regularized actor-critic methods}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1467--1501}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05788-0}, doi = {10.1007/S10994-019-05788-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ParisiTPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PengRZ19, author = {Qidi Peng and Nan Rao and Ran Zhao}, title = {Covariance-based dissimilarity measures applied to clustering wide-sense stationary ergodic processes}, journal = {Mach. Learn.}, volume = {108}, number = {12}, pages = {2159--2195}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05818-x}, doi = {10.1007/S10994-019-05818-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PengRZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PrasseKMPS19, author = {Paul Prasse and Ren{\'{e}} Knaebel and Luk{\'{a}}s Machlica and Tom{\'{a}}s Pevn{\'{y}} and Tobias Scheffer}, title = {Joint detection of malicious domains and infected clients}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1353--1368}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05789-z}, doi = {10.1007/S10994-019-05789-Z}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PrasseKMPS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/QinBLPK19, author = {Xiangju Qin and Paul Blomstedt and Eemeli Lepp{\"{a}}aho and Pekka Parviainen and Samuel Kaski}, title = {Distributed Bayesian matrix factorization with limited communication}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1805--1830}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05778-2}, doi = {10.1007/S10994-019-05778-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/QinBLPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RedkoHS19, author = {Ievgen Redko and Amaury Habrard and Marc Sebban}, title = {On the analysis of adaptability in multi-source domain adaptation}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1635--1652}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05823-0}, doi = {10.1007/S10994-019-05823-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RedkoHS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SadrfaridpourRS19, author = {Ehsan Sadrfaridpour and Talayeh Razzaghi and Ilya Safro}, title = {Engineering fast multilevel support vector machines}, journal = {Mach. Learn.}, volume = {108}, number = {11}, pages = {1879--1917}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05800-7}, doi = {10.1007/S10994-019-05800-7}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SadrfaridpourRS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SechidisAPCWB19, author = {Konstantinos Sechidis and Laura Azzimonti and Adam Craig Pocock and Giorgio Corani and James Weatherall and Gavin Brown}, title = {Efficient feature selection using shrinkage estimators}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1261--1286}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05795-1}, doi = {10.1007/S10994-019-05795-1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SechidisAPCWB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShangMLJES19, author = {Ronghua Shang and Yang Meng and Chiyang Liu and Licheng Jiao and Amir Masoud Ghalamzan Esfahani and Rustam Stolkin}, title = {Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {659--686}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5765-6}, doi = {10.1007/S10994-018-5765-6}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShangMLJES19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SharmaSR19, author = {Archit Sharma and Siddhartha Saxena and Piyush Rai}, title = {A flexible probabilistic framework for large-margin mixture of experts}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1369--1393}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05811-4}, doi = {10.1007/S10994-019-05811-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SharmaSR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShethGD19, author = {Kshiteej Sheth and Dinesh Garg and Anirban Dasgupta}, title = {Improved linear embeddings via Lagrange duality}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {575--594}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5729-x}, doi = {10.1007/S10994-018-5729-X}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShethGD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShihSL19, author = {Shun{-}Yao Shih and Fan{-}Keng Sun and Hung{-}Yi Lee}, title = {Temporal pattern attention for multivariate time series forecasting}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1421--1441}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05815-0}, doi = {10.1007/S10994-019-05815-0}, timestamp = {Wed, 06 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ShihSL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SugiyamaN19, author = {Masashi Sugiyama and Yung{-}Kyun Noh}, title = {Foreword: special issue for the journal track of the 10th Asian Conference on Machine Learning {(ACML} 2018)}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {717--719}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05796-0}, doi = {10.1007/S10994-019-05796-0}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SugiyamaN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TabourierBLL19, author = {Lionel Tabourier and Daniel Faria Bernardes and Anne{-}Sophie Libert and Renaud Lambiotte}, title = {RankMerging: a supervised learning-to-rank framework to predict links in large social networks}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1729--1756}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05792-4}, doi = {10.1007/S10994-019-05792-4}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TabourierBLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TelleHF19, author = {Jan Arne Telle and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and C{\`{e}}sar Ferri}, title = {The teaching size: computable teachers and learners for universal languages}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1653--1675}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05821-2}, doi = {10.1007/S10994-019-05821-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TelleHF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TingZCZWZ19, author = {Kai Ming Ting and Ye Zhu and Mark J. Carman and Yue Zhu and Takashi Washio and Zhi{-}Hua Zhou}, title = {Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {331--376}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5737-x}, doi = {10.1007/S10994-018-5737-X}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TingZCZWZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ToccaceliG19, author = {Paolo Toccaceli and Alexander Gammerman}, title = {Combination of inductive mondrian conformal predictors}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {489--510}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5754-9}, doi = {10.1007/S10994-018-5754-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ToccaceliG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TsamardinosBKPC19, author = {Ioannis Tsamardinos and Giorgos Borboudakis and Pavlos Katsogridakis and Polyvios Pratikakis and Vassilis Christophides}, title = {A greedy feature selection algorithm for Big Data of high dimensionality}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {149--202}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5748-7}, doi = {10.1007/S10994-018-5748-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TsamardinosBKPC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TsokosNKBCWK19, author = {Alkeos Tsokos and Santhosh Narayanan and Ioannis Kosmidis and Gianluca Baio and Mihai Cucuringu and Gavin Whitaker and Franz J. Kir{\'{a}}ly}, title = {Modeling outcomes of soccer matches}, journal = {Mach. Learn.}, volume = {108}, number = {1}, pages = {77--95}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5741-1}, doi = {10.1007/S10994-018-5741-1}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TsokosNKBCWK19a, author = {Alkeos Tsokos and Santhosh Narayanan and Ioannis Kosmidis and Gianluca Baio and Mihai Cucuringu and Gavin Whitaker and Franz J. Kir{\'{a}}ly}, title = {Correction to: Modeling outcomes of soccer matches}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {377--378}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5757-6}, doi = {10.1007/S10994-018-5757-6}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TsouL19, author = {Yu{-}Lin Tsou and Hsuan{-}Tien Lin}, title = {Annotation cost-sensitive active learning by tree sampling}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {785--807}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05781-7}, doi = {10.1007/S10994-019-05781-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TsouL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VapnikI19, author = {Vladimir Vapnik and Rauf Izmailov}, title = {Rethinking statistical learning theory: learning using statistical invariants}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {381--423}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5742-0}, doi = {10.1007/S10994-018-5742-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VapnikI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VergariME19, author = {Antonio Vergari and Nicola Di Mauro and Floriana Esposito}, title = {Visualizing and understanding Sum-Product Networks}, journal = {Mach. Learn.}, volume = {108}, number = {4}, pages = {551--573}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5760-y}, doi = {10.1007/S10994-018-5760-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VergariME19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VieringKL19, author = {Tom J. Viering and Jesse H. Krijthe and Marco Loog}, title = {Nuclear discrepancy for single-shot batch active learning}, journal = {Mach. Learn.}, volume = {108}, number = {8-9}, pages = {1561--1599}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05817-y}, doi = {10.1007/S10994-019-05817-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VieringKL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VovkSMX19, author = {Vladimir Vovk and Jieli Shen and Valery Manokhin and Min{-}ge Xie}, title = {Nonparametric predictive distributions based on conformal prediction}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {445--474}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5755-8}, doi = {10.1007/S10994-018-5755-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VovkSMX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VyuginT19, author = {Vladimir V'yugin and Vladimir G. Trunov}, title = {Online aggregation of unbounded losses using shifting experts with confidence}, journal = {Mach. Learn.}, volume = {108}, number = {3}, pages = {425--444}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5751-z}, doi = {10.1007/S10994-018-5751-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VyuginT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WelkeHW19, author = {Pascal Welke and Tam{\'{a}}s Horv{\'{a}}th and Stefan Wrobel}, title = {Probabilistic and exact frequent subtree mining in graphs beyond forests}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1137--1164}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05779-1}, doi = {10.1007/S10994-019-05779-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WelkeHW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/X19, title = {Guest editors' note}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1061}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05806-1}, doi = {10.1007/S10994-019-05806-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/X19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YanYY19, author = {He Yan and Qiaolin Ye and Dong{-}Jun Yu}, title = {Efficient and robust {TWSVM} classification via a minimum L1-norm distance metric criterion}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {993--1018}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5771-8}, doi = {10.1007/S10994-018-5771-8}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YanYY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangZJZZ19, author = {Tianbao Yang and Lijun Zhang and Rong Jin and Shenghuo Zhu and Zhi{-}Hua Zhou}, title = {A simple homotopy proximal mapping algorithm for compressive sensing}, journal = {Mach. Learn.}, volume = {108}, number = {6}, pages = {1019--1056}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5772-7}, doi = {10.1007/S10994-018-5772-7}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YangZJZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YeZJ19, author = {Han{-}Jia Ye and De{-}Chuan Zhan and Yuan Jiang}, title = {Fast generalization rates for distance metric learning}, journal = {Mach. Learn.}, volume = {108}, number = {2}, pages = {267--295}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-5734-0}, doi = {10.1007/S10994-018-5734-0}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YeZJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangLG19, author = {Lemei Zhang and Peng Liu and Jon Atle Gulla}, title = {Dynamic attention-integrated neural network for session-based news recommendation}, journal = {Mach. Learn.}, volume = {108}, number = {10}, pages = {1851--1875}, year = {2019}, url = {https://doi.org/10.1007/s10994-018-05777-9}, doi = {10.1007/S10994-018-05777-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhangLG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhouTHM19, author = {Joey Tianyi Zhou and Ivor W. Tsang and Shen{-}Shyang Ho and Klaus{-}Robert M{\"{u}}ller}, title = {N-ary decomposition for multi-class classification}, journal = {Mach. Learn.}, volume = {108}, number = {5}, pages = {809--830}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05786-2}, doi = {10.1007/S10994-019-05786-2}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhouTHM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AbdulrahmanBRV18, author = {Salisu Mamman Abdulrahman and Pavel Brazdil and Jan N. van Rijn and Joaquin Vanschoren}, title = {Speeding up algorithm selection using average ranking and active testing by introducing runtime}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {79--108}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5687-8}, doi = {10.1007/S10994-017-5687-8}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AbdulrahmanBRV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AlquierG18, author = {Pierre Alquier and Benjamin Guedj}, title = {Simpler PAC-Bayesian bounds for hostile data}, journal = {Mach. Learn.}, volume = {107}, number = {5}, pages = {887--902}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5690-0}, doi = {10.1007/S10994-017-5690-0}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AlquierG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AnhBP18, author = {Thi Nhat Anh Nguyen and Abdesselam Bouzerdoum and Son Lam Phung}, title = {Stochastic variational hierarchical mixture of sparse Gaussian processes for regression}, journal = {Mach. Learn.}, volume = {107}, number = {12}, pages = {1947--1986}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5721-5}, doi = {10.1007/S10994-018-5721-5}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AnhBP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BainS18, author = {Michael Bain and Ashwin Srinivasan}, title = {Identification of biological transition systems using meta-interpreted logic programs}, journal = {Mach. Learn.}, volume = {107}, number = {7}, pages = {1171--1206}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5709-1}, doi = {10.1007/S10994-018-5709-1}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BainS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BellingerDJ18, author = {Colin Bellinger and Christopher Drummond and Nathalie Japkowicz}, title = {Manifold-based synthetic oversampling with manifold conformance estimation}, journal = {Mach. Learn.}, volume = {107}, number = {3}, pages = {605--637}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5670-4}, doi = {10.1007/S10994-017-5670-4}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BellingerDJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrazdilG18, author = {Pavel Brazdil and Christophe G. Giraud{-}Carrier}, title = {Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {1--14}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5692-y}, doi = {10.1007/S10994-017-5692-Y}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BrazdilG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BreskvarKD18, author = {Martin Breskvar and Dragi Kocev and Saso Dzeroski}, title = {Ensembles for multi-target regression with random output selections}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1673--1709}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5744-y}, doi = {10.1007/S10994-018-5744-Y}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BreskvarKD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BurkhardtK18, author = {Sophie Burkhardt and Stefan Kramer}, title = {Online multi-label dependency topic models for text classification}, journal = {Mach. Learn.}, volume = {107}, number = {5}, pages = {859--886}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5689-6}, doi = {10.1007/S10994-017-5689-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BurkhardtK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CeciC18, author = {Michelangelo Ceci and Toon Calders}, title = {Introduction to the special issue on discovery science}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1647--1649}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5749-6}, doi = {10.1007/S10994-018-5749-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CeciC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CerdaVK18, author = {Patricio Cerda and Ga{\"{e}}l Varoquaux and Bal{\'{a}}zs K{\'{e}}gl}, title = {Similarity encoding for learning with dirty categorical variables}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1477--1494}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5724-2}, doi = {10.1007/S10994-018-5724-2}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CerdaVK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenTWZ18, author = {Bo Chen and Kai Ming Ting and Takashi Washio and Ye Zhu}, title = {Local contrast as an effective means to robust clustering against varying densities}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1621--1645}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5693-x}, doi = {10.1007/S10994-017-5693-X}, timestamp = {Tue, 24 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenTWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ColonnaGN18, author = {Juan Gabriel Colonna and Jo{\~{a}}o Gama and Eduardo Freire Nakamura}, title = {A comparison of hierarchical multi-output recognition approaches for anuran classification}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1651--1671}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5739-8}, doi = {10.1007/S10994-018-5739-8}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ColonnaGN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CottetA18, author = {Vincent Cottet and Pierre Alquier}, title = {1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation}, journal = {Mach. Learn.}, volume = {107}, number = {3}, pages = {579--603}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5667-z}, doi = {10.1007/S10994-017-5667-Z}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CottetA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CussensR18, author = {James Cussens and Alessandra Russo}, title = {Preface to the special issue on inductive logic programming}, journal = {Mach. Learn.}, volume = {107}, number = {7}, pages = {1095--1096}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5720-6}, doi = {10.1007/S10994-018-5720-6}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CussensR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DattaBD18, author = {Shounak Datta and Supritam Bhattacharjee and Swagatam Das}, title = {Clustering with missing features: a penalized dissimilarity measure based approach}, journal = {Mach. Learn.}, volume = {107}, number = {12}, pages = {1987--2025}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5722-4}, doi = {10.1007/S10994-018-5722-4}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DattaBD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DavisBFG18, author = {Jesse Davis and Bj{\"{o}}rn Bringmann and {\'{E}}lisa Fromont and Derek Greene}, title = {Guest editors introduction to the special issue for the {ECML} {PKDD} 2018 journal track}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1207--1208}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5745-x}, doi = {10.1007/S10994-018-5745-X}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DavisBFG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DingZ18, author = {Yao{-}Xiang Ding and Zhi{-}Hua Zhou}, title = {Crowdsourcing with unsure option}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {749--766}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5677-x}, doi = {10.1007/S10994-017-5677-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DingZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DjerrabGSd18, author = {Moussab Djerrab and Alexandre Garcia and Maxime Sangnier and Florence d'Alch{\'{e}}{-}Buc}, title = {Output Fisher embedding regression}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1229--1256}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5698-0}, doi = {10.1007/S10994-018-5698-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DjerrabGSd18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DominguesMZF18, author = {Remi Domingues and Pietro Michiardi and Jihane Zouaoui and Maurizio Filippone}, title = {Deep Gaussian Process autoencoders for novelty detection}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1363--1383}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5723-3}, doi = {10.1007/S10994-018-5723-3}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DominguesMZF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DuttaS18, author = {Haimonti Dutta and Ashwin Srinivasan}, title = {Consensus-based modeling using distributed feature construction with {ILP}}, journal = {Mach. Learn.}, volume = {107}, number = {5}, pages = {825--858}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5672-2}, doi = {10.1007/S10994-017-5672-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DuttaS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EggenspergerLHH18, author = {Katharina Eggensperger and Marius Lindauer and Holger H. Hoos and Frank Hutter and Kevin Leyton{-}Brown}, title = {Efficient benchmarking of algorithm configurators via model-based surrogates}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {15--41}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5683-z}, doi = {10.1007/S10994-017-5683-Z}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/EggenspergerLHH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FawziFF18, author = {Alhussein Fawzi and Omar Fawzi and Pascal Frossard}, title = {Analysis of classifiers' robustness to adversarial perturbations}, journal = {Mach. Learn.}, volume = {107}, number = {3}, pages = {481--508}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5663-3}, doi = {10.1007/S10994-017-5663-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FawziFF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FlamaryCCR18, author = {R{\'{e}}mi Flamary and Marco Cuturi and Nicolas Courty and Alain Rakotomamonjy}, title = {Wasserstein discriminant analysis}, journal = {Mach. Learn.}, volume = {107}, number = {12}, pages = {1923--1945}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5717-1}, doi = {10.1007/S10994-018-5717-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FlamaryCCR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FortunyMP18, author = {Enric Junqu{\'{e}} de Fortuny and David Martens and Foster J. Provost}, title = {Wallenius Bayes}, journal = {Mach. Learn.}, volume = {107}, number = {6}, pages = {1013--1037}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5699-z}, doi = {10.1007/S10994-018-5699-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FortunyMP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FrancFBS18, author = {Vojtech Franc and Ondrej Fikar and Karel Bartos and Michal Sofka}, title = {Learning data discretization via convex optimization}, journal = {Mach. Learn.}, volume = {107}, number = {2}, pages = {333--355}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5654-4}, doi = {10.1007/S10994-017-5654-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FrancFBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HanPT18, author = {Bo Han and Yuangang Pan and Ivor W. Tsang}, title = {Robust Plackett-Luce model for k-ary crowdsourced preferences}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {675--702}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5674-0}, doi = {10.1007/S10994-017-5674-0}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HanPT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JosephB18, author = {Ajin George Joseph and Shalabh Bhatnagar}, title = {An incremental off-policy search in a model-free Markov decision process using a single sample path}, journal = {Mach. Learn.}, volume = {107}, number = {6}, pages = {969--1011}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5697-1}, doi = {10.1007/S10994-018-5697-1}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JosephB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JosephB18a, author = {Ajin George Joseph and Shalabh Bhatnagar}, title = {An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1385--1429}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5727-z}, doi = {10.1007/S10994-018-5727-Z}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/JosephB18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KangasraasioK18, author = {Antti Kangasr{\"{a}}{\"{a}}si{\"{o}} and Samuel Kaski}, title = {Inverse reinforcement learning from summary data}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1517--1535}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5730-4}, doi = {10.1007/S10994-018-5730-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KangasraasioK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KeivaniSR18, author = {Omid Keivani and Kaushik Sinha and Parikshit Ram}, title = {Improved maximum inner product search with better theoretical guarantee using randomized partition trees}, journal = {Mach. Learn.}, volume = {107}, number = {6}, pages = {1069--1094}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5711-7}, doi = {10.1007/S10994-018-5711-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KeivaniSR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KordikCF18, author = {Pavel Kord{\'{\i}}k and J{\'{a}}n Cern{\'{y}} and Tom{\'{a}}s Fr{\'{y}}da}, title = {Discovering predictive ensembles for transfer learning and meta-learning}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {177--207}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5682-0}, doi = {10.1007/S10994-017-5682-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KordikCF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LeeD18, author = {Wee Sun Lee and Robert J. Durrant}, title = {Foreword: special issue for the journal track of the 9th Asian Conference on Machine Learning {(ACML} 2017)}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {639--641}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5691-z}, doi = {10.1007/S10994-017-5691-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LeeD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LorenaMMCP18, author = {Ana Carolina Lorena and Aron I. Maciel and P{\'{e}}ricles B. C. de Miranda and Ivan G. Costa and Ricardo B. C. Prud{\^{e}}ncio}, title = {Data complexity meta-features for regression problems}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {209--246}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5681-1}, doi = {10.1007/S10994-017-5681-1}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LorenaMMCP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaloneKJKM18, author = {Brandon M. Malone and Kustaa Kangas and Matti J{\"{a}}rvisalo and Mikko Koivisto and Petri Myllym{\"{a}}ki}, title = {Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {247--283}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5680-2}, doi = {10.1007/S10994-017-5680-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MaloneKJKM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MelnikovH18, author = {Vitalik Melnikov and Eyke H{\"{u}}llermeier}, title = {On the effectiveness of heuristics for learning nested dichotomies: an empirical analysis}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1537--1560}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5733-1}, doi = {10.1007/S10994-018-5733-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MelnikovH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MenonRN18, author = {Aditya Krishna Menon and Brendan van Rooyen and Nagarajan Natarajan}, title = {Learning from binary labels with instance-dependent noise}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1561--1595}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5715-3}, doi = {10.1007/S10994-018-5715-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MenonRN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MihelcicS18, author = {Matej Mihelcic and Tomislav Smuc}, title = {Targeted and contextual redescription set exploration}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1809--1846}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5738-9}, doi = {10.1007/S10994-018-5738-9}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MihelcicS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MiyaguchiY18, author = {Kohei Miyaguchi and Kenji Yamanishi}, title = {High-dimensional penalty selection via minimum description length principle}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1283--1302}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5732-2}, doi = {10.1007/S10994-018-5732-2}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MiyaguchiY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MizutaniT18, author = {Tomohiko Mizutani and Mirai Tanaka}, title = {Efficient preconditioning for noisy separable nonnegative matrix factorization problems by successive projection based low-rank approximations}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {643--673}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5673-1}, doi = {10.1007/S10994-017-5673-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MizutaniT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MoerlandBJ18, author = {Thomas M. Moerland and Joost Broekens and Catholijn M. Jonker}, title = {Emotion in reinforcement learning agents and robots: a survey}, journal = {Mach. Learn.}, volume = {107}, number = {2}, pages = {443--480}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5666-0}, doi = {10.1007/S10994-017-5666-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MoerlandBJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MohrWH18, author = {Felix Mohr and Marcel Wever and Eyke H{\"{u}}llermeier}, title = {ML-Plan: Automated machine learning via hierarchical planning}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1495--1515}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5735-z}, doi = {10.1007/S10994-018-5735-Z}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MohrWH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MuggletonDSTWZ18, author = {Stephen H. Muggleton and Wang{-}Zhou Dai and Claude Sammut and Alireza Tamaddoni{-}Nezhad and Jing Wen and Zhi{-}Hua Zhou}, title = {Meta-Interpretive Learning from noisy images}, journal = {Mach. Learn.}, volume = {107}, number = {7}, pages = {1097--1118}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5710-8}, doi = {10.1007/S10994-018-5710-8}, timestamp = {Sat, 30 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MuggletonDSTWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MuggletonSZTB18, author = {Stephen H. Muggleton and Ute Schmid and Christina Zeller and Alireza Tamaddoni{-}Nezhad and Tarek R. Besold}, title = {Ultra-Strong Machine Learning: comprehensibility of programs learned with {ILP}}, journal = {Mach. Learn.}, volume = {107}, number = {7}, pages = {1119--1140}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5707-3}, doi = {10.1007/S10994-018-5707-3}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MuggletonSZTB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MukhopadhyayN18, author = {Subhadeep Mukhopadhyay and Shinjini Nandi}, title = {LPiTrack: Eye movement pattern recognition algorithm and application to biometric identification}, journal = {Mach. Learn.}, volume = {107}, number = {2}, pages = {313--331}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5649-1}, doi = {10.1007/S10994-017-5649-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MukhopadhyayN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MunozVBS18, author = {Mario A. Mu{\~{n}}oz and Laura Villanova and Davaatseren Baatar and Kate Smith{-}Miles}, title = {Instance spaces for machine learning classification}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {109--147}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5629-5}, doi = {10.1007/S10994-017-5629-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MunozVBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NolleLSM18, author = {Timo Nolle and Stefan Luettgen and Alexander Seeliger and Max M{\"{u}}hlh{\"{a}}user}, title = {Analyzing business process anomalies using autoencoders}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1875--1893}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5702-8}, doi = {10.1007/S10994-018-5702-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NolleLSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OlierSBVGSK18, author = {Iv{\'{a}}n Olier and Noureddin Sadawi and G. Richard J. Bickerton and Joaquin Vanschoren and Crina Grosan and Larisa N. Soldatova and Ross D. King}, title = {Meta-QSAR: a large-scale application of meta-learning to drug design and discovery}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {285--311}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5685-x}, doi = {10.1007/S10994-017-5685-X}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/OlierSBVGSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PanHT18, author = {Yuangang Pan and Bo Han and Ivor W. Tsang}, title = {Stagewise learning for noisy k-ary preferences}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1333--1361}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5716-2}, doi = {10.1007/S10994-018-5716-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PanHT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PengGL18, author = {Xuan Peng and Xunzhang Gao and Xiang Li}, title = {On better training the infinite restricted Boltzmann machines}, journal = {Mach. Learn.}, volume = {107}, number = {6}, pages = {943--968}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5696-2}, doi = {10.1007/S10994-018-5696-2}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PengGL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PereiraGAO18, author = {Fab{\'{\i}}ola Souza F. Pereira and Jo{\~{a}}o Gama and Sandra de Amo and Gina M. B. Oliveira}, title = {On analyzing user preference dynamics with temporal social networks}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1745--1773}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5740-2}, doi = {10.1007/S10994-018-5740-2}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PereiraGAO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PesaranghaderVP18, author = {Ali Pesaranghader and Herna L. Viktor and Eric Paquet}, title = {Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1711--1743}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5719-z}, doi = {10.1007/S10994-018-5719-Z}, timestamp = {Mon, 07 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PesaranghaderVP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PetersSKWGH18, author = {Markus Peters and Maytal Saar{-}Tsechansky and Wolfgang Ketter and Sinead A. Williamson and Perry Groot and Tom Heskes}, title = {A scalable preference model for autonomous decision-making}, journal = {Mach. Learn.}, volume = {107}, number = {6}, pages = {1039--1068}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5705-5}, doi = {10.1007/S10994-018-5705-5}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PetersSKWGH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PetitjeanBWZ18, author = {Fran{\c{c}}ois Petitjean and Wray L. Buntine and Geoffrey I. Webb and Nayyar Abbas Zaidi}, title = {Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1303--1331}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5718-0}, doi = {10.1007/S10994-018-5718-0}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PetitjeanBWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PliakosGV18, author = {Konstantinos Pliakos and Pierre Geurts and Celine Vens}, title = {Global multi-output decision trees for interaction prediction}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1257--1281}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5700-x}, doi = {10.1007/S10994-018-5700-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PliakosGV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RijnHPV18, author = {Jan N. van Rijn and Geoffrey Holmes and Bernhard Pfahringer and Joaquin Vanschoren}, title = {The online performance estimation framework: heterogeneous ensemble learning for data streams}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {149--176}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5686-9}, doi = {10.1007/S10994-017-5686-9}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/RijnHPV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RomanoVVB18, author = {Simone Romano and Xuan Vinh Nguyen and Karin Verspoor and James Bailey}, title = {The randomized information coefficient: assessing dependencies in noisy data}, journal = {Mach. Learn.}, volume = {107}, number = {3}, pages = {509--549}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5664-2}, doi = {10.1007/S10994-017-5664-2}, timestamp = {Thu, 17 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RomanoVVB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RuffiniCG18, author = {Matteo Ruffini and Marta Casanellas and Ricard Gavald{\`{a}}}, title = {A new method of moments for latent variable models}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1431--1455}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5706-4}, doi = {10.1007/S10994-018-5706-4}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RuffiniCG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SaDAJSK18, author = {Cl{\'{a}}udio Rebelo de S{\'{a}} and Wouter Duivesteijn and Paulo J. Azevedo and Al{\'{\i}}pio M{\'{a}}rio Jorge and Carlos Soares and Arno J. Knobbe}, title = {Discovering a taste for the unusual: exceptional models for preference mining}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1775--1807}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5743-z}, doi = {10.1007/S10994-018-5743-Z}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SaDAJSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SakaiNS18, author = {Tomoya Sakai and Gang Niu and Masashi Sugiyama}, title = {Semi-supervised {AUC} optimization based on positive-unlabeled learning}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {767--794}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5678-9}, doi = {10.1007/S10994-017-5678-9}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SakaiNS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SakaiNS18a, author = {Tomoya Sakai and Gang Niu and Masashi Sugiyama}, title = {Correction to: Semi-supervised {AUC} optimization based on positive-unlabeled learning}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {795}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5695-8}, doi = {10.1007/S10994-017-5695-8}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SakaiNS18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SanyalKKCS18, author = {Amartya Sanyal and Pawan Kumar and Purushottam Kar and Sanjay Chawla and Fabrizio Sebastiani}, title = {Optimizing non-decomposable measures with deep networks}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1597--1620}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5736-y}, doi = {10.1007/S10994-018-5736-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SanyalKKCS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ScanagattaCCZ18, author = {Mauro Scanagatta and Giorgio Corani and Cassio Polpo de Campos and Marco Zaffalon}, title = {Approximate structure learning for large Bayesian networks}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1209--1227}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5701-9}, doi = {10.1007/S10994-018-5701-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ScanagattaCCZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchaferH18, author = {Dirk Sch{\"{a}}fer and Eyke H{\"{u}}llermeier}, title = {Dyad ranking using Plackett-Luce models based on joint feature representations}, journal = {Mach. Learn.}, volume = {107}, number = {5}, pages = {903--941}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5694-9}, doi = {10.1007/S10994-017-5694-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SchaferH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchullerB18, author = {Peter Sch{\"{u}}ller and Mishal Benz}, title = {Best-effort inductive logic programming via fine-grained cost-based hypothesis generation - The inspire system at the inductive logic programming competition}, journal = {Mach. Learn.}, volume = {107}, number = {7}, pages = {1141--1169}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5708-2}, doi = {10.1007/S10994-018-5708-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SchullerB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SechidisB18, author = {Konstantinos Sechidis and Gavin Brown}, title = {Simple strategies for semi-supervised feature selection}, journal = {Mach. Learn.}, volume = {107}, number = {2}, pages = {357--395}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5648-2}, doi = {10.1007/S10994-017-5648-2}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SechidisB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SharmaB18, author = {Manali Sharma and Mustafa Bilgic}, title = {Learning with rationales for document classification}, journal = {Mach. Learn.}, volume = {107}, number = {5}, pages = {797--824}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5671-3}, doi = {10.1007/S10994-017-5671-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SharmaB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SinghaS18, author = {Sumanta Singha and Prakash P. Shenoy}, title = {An adaptive heuristic for feature selection based on complementarity}, journal = {Mach. Learn.}, volume = {107}, number = {12}, pages = {2027--2071}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5728-y}, doi = {10.1007/S10994-018-5728-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SinghaS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/StephensHL18, author = {Christopher R. Stephens and Hugo Flores Huerta and Ana Ruiz Linares}, title = {When is the Naive Bayes approximation not so naive?}, journal = {Mach. Learn.}, volume = {107}, number = {2}, pages = {397--441}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5658-0}, doi = {10.1007/S10994-017-5658-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/StephensHL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SuWZCZ18, author = {Sen Su and Yakun Wang and Zhongbao Zhang and Cheng Chang and Muhammad Azam Zia}, title = {Identifying and tracking topic-level influencers in the microblog streams}, journal = {Mach. Learn.}, volume = {107}, number = {3}, pages = {551--578}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5665-1}, doi = {10.1007/S10994-017-5665-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SuWZCZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TsamardinosGB18, author = {Ioannis Tsamardinos and Elissavet Greasidou and Giorgos Borboudakis}, title = {Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation}, journal = {Mach. Learn.}, volume = {107}, number = {12}, pages = {1895--1922}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5714-4}, doi = {10.1007/S10994-018-5714-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TsamardinosGB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeiGLG18, author = {Tong Wei and Lan{-}Zhe Guo and Yufeng Li and Wei Gao}, title = {Learning safe multi-label prediction for weakly labeled data}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {703--725}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5675-z}, doi = {10.1007/S10994-017-5675-Z}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/WeiGLG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WelkeHW18, author = {Pascal Welke and Tam{\'{a}}s Horv{\'{a}}th and Stefan Wrobel}, title = {Probabilistic frequent subtrees for efficient graph classification and retrieval}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1847--1873}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5688-7}, doi = {10.1007/S10994-017-5688-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WelkeHW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WistubaSS18, author = {Martin Wistuba and Nicolas Schilling and Lars Schmidt{-}Thieme}, title = {Scalable Gaussian process-based transfer surrogates for hyperparameter optimization}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {43--78}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5684-y}, doi = {10.1007/S10994-017-5684-Y}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WistubaSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangZHSLMH18, author = {Chi Zhang and Peilin Zhao and Shuji Hao and Yeng Chai Soh and Bu{-}Sung Lee and Chunyan Miao and Steven C. H. Hoi}, title = {Distributed multi-task classification: a decentralized online learning approach}, journal = {Mach. Learn.}, volume = {107}, number = {4}, pages = {727--747}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5676-y}, doi = {10.1007/S10994-017-5676-Y}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangZHSLMH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhengBG18, author = {Wenjie Zheng and Aur{\'{e}}lien Bellet and Patrick Gallinari}, title = {A distributed Frank-Wolfe framework for learning low-rank matrices with the trace norm}, journal = {Mach. Learn.}, volume = {107}, number = {8-10}, pages = {1457--1475}, year = {2018}, url = {https://doi.org/10.1007/s10994-018-5713-5}, doi = {10.1007/S10994-018-5713-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZhengBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Berrar17, author = {Daniel Berrar}, title = {Confidence curves: an alternative to null hypothesis significance testing for the comparison of classifiers}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {911--949}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5612-6}, doi = {10.1007/S10994-016-5612-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Berrar17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BertsimasD17, author = {Dimitris Bertsimas and Jack Dunn}, title = {Optimal classification trees}, journal = {Mach. Learn.}, volume = {106}, number = {7}, pages = {1039--1082}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5633-9}, doi = {10.1007/S10994-017-5633-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BertsimasD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BhadraKR17, author = {Sahely Bhadra and Samuel Kaski and Juho Rousu}, title = {Multi-view kernel completion}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {713--739}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5618-0}, doi = {10.1007/S10994-016-5618-0}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BhadraKR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BussasSKSL17, author = {Matthias Bussas and Christoph Sawade and Nicolas K{\"{u}}hn and Tobias Scheffer and Niels Landwehr}, title = {Varying-coefficient models for geospatial transfer learning}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1419--1440}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5639-3}, doi = {10.1007/S10994-017-5639-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BussasSKSL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CardosoGF17, author = {Douglas de O. Cardoso and Jo{\~{a}}o Gama and Felipe M. G. Fran{\c{c}}a}, title = {Weightless neural networks for open set recognition}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1547--1567}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5646-4}, doi = {10.1007/S10994-017-5646-4}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CardosoGF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChaconGWG17, author = {Carlos Eduardo Cancino Chac{\'{o}}n and Thassilo Gadermaier and Gerhard Widmer and Maarten Grachten}, title = {An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {887--909}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5631-y}, doi = {10.1007/S10994-017-5631-Y}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ChaconGWG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CheungL17, author = {Yiu{-}ming Cheung and Jian Lou}, title = {Proximal average approximated incremental gradient descent for composite penalty regularized empirical risk minimization}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {595--622}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5609-1}, doi = {10.1007/S10994-016-5609-1}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CheungL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CoraniBDMZ17, author = {Giorgio Corani and Alessio Benavoli and Janez Demsar and Francesca Mangili and Marco Zaffalon}, title = {Statistical comparison of classifiers through Bayesian hierarchical modelling}, journal = {Mach. Learn.}, volume = {106}, number = {11}, pages = {1817--1837}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5641-9}, doi = {10.1007/S10994-017-5641-9}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CoraniBDMZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CousinsS17, author = {Simon Cousins and John Shawe{-}Taylor}, title = {High-probability minimax probability machines}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {863--886}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5616-2}, doi = {10.1007/S10994-016-5616-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CousinsS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CraenendonckB17, author = {Toon van Craenendonck and Hendrik Blockeel}, title = {Constraint-based clustering selection}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1497--1521}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5643-7}, doi = {10.1007/S10994-017-5643-7}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/CraenendonckB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DaeePSK17, author = {Pedram Daee and Tomi Peltola and Marta Soare and Samuel Kaski}, title = {Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1599--1620}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5651-7}, doi = {10.1007/S10994-017-5651-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DaeePSK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DoniniA17, author = {Michele Donini and Fabio Aiolli}, title = {Learning deep kernels in the space of dot product polynomials}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1245--1269}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5590-8}, doi = {10.1007/S10994-016-5590-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DoniniA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DriessensKRS17, author = {Kurt Driessens and Dragi Kocev and Marko Robnik{-}Sikonja and Myra Spiliopoulou}, title = {Introduction to the special issue dedicated to the Journal Track of {ECML} {PKDD} 2017}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1243--1244}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5662-4}, doi = {10.1007/S10994-017-5662-4}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DriessensKRS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DumancicB17, author = {Sebastijan Dumancic and Hendrik Blockeel}, title = {An expressive dissimilarity measure for relational clustering using neighbourhood trees}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1523--1545}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5644-6}, doi = {10.1007/S10994-017-5644-6}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DumancicB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DurrantKHMSZ17, author = {Robert J. Durrant and Kee{-}Eung Kim and Geoffrey Holmes and Stephen Marsland and Masashi Sugiyama and Zhi{-}Hua Zhou}, title = {Foreword: special issue for the journal track of the 8th Asian conference on machine learning {(ACML} 2016)}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {623--625}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5637-5}, doi = {10.1007/S10994-017-5637-5}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DurrantKHMSZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FarnadiBMGC17, author = {Golnoosh Farnadi and Stephen H. Bach and Marie{-}Francine Moens and Lise Getoor and Martine De Cock}, title = {Soft quantification in statistical relational learning}, journal = {Mach. Learn.}, volume = {106}, number = {12}, pages = {1971--1991}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5647-3}, doi = {10.1007/S10994-017-5647-3}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/FarnadiBMGC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GhesmouneABLDO17, author = {Mohammed Ghesmoune and Hanene Azzag and Salima Benbernou and Mustapha Lebbah and Tarn Duong and Mourad Ouziri}, title = {Big Data: from collection to visualization}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {837--862}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5622-4}, doi = {10.1007/S10994-016-5622-4}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GhesmouneABLDO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GomesBRBEPHA17, author = {Heitor Murilo Gomes and Albert Bifet and Jesse Read and Jean Paul Barddal and Fabr{\'{\i}}cio Enembreck and Bernhard Pfahringer and Geoff Holmes and Talel Abdessalem}, title = {Adaptive random forests for evolving data stream classification}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1469--1495}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5642-8}, doi = {10.1007/S10994-017-5642-8}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GrabchakZ17, author = {Michael Grabchak and Zhiyi Zhang}, title = {Asymptotic properties of Turing's formula in relative error}, journal = {Mach. Learn.}, volume = {106}, number = {11}, pages = {1771--1785}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5620-6}, doi = {10.1007/S10994-016-5620-6}, timestamp = {Thu, 16 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GrabchakZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GunturiSJC17, author = {Venkata M. V. Gunturi and Shashi Shekhar and Kenneth Joseph and Kathleen M. Carley}, title = {Scalable computational techniques for centrality metrics on temporally detailed social network}, journal = {Mach. Learn.}, volume = {106}, number = {8}, pages = {1133--1169}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5583-7}, doi = {10.1007/S10994-016-5583-7}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GunturiSJC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HollandI17, author = {Matthew J. Holland and Kazushi Ikeda}, title = {Robust regression using biased objectives}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1643--1679}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5653-5}, doi = {10.1007/S10994-017-5653-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HollandI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HolmesLLKSZ17, author = {Geoffrey Holmes and Tie{-}Yan Liu and Hang Li and Irwin King and Masashi Sugiyama and Zhi{-}Hua Zhou}, title = {Introduction: special issue of selected papers from {ACML} 2015}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {459--461}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5636-6}, doi = {10.1007/S10994-017-5636-6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HoofTP17, author = {Herke van Hoof and Daniel Tanneberg and Jan Peters}, title = {Generalized exploration in policy search}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1705--1724}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5657-1}, doi = {10.1007/S10994-017-5657-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HoofTP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HorevYS17, author = {Inbal Horev and Florian Yger and Masashi Sugiyama}, title = {Geometry-aware principal component analysis for symmetric positive definite matrices}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {493--522}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5605-5}, doi = {10.1007/S10994-016-5605-5}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HorevYS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangL17, author = {Kuan{-}Hao Huang and Hsuan{-}Tien Lin}, title = {Cost-sensitive label embedding for multi-label classification}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1725--1746}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5659-z}, doi = {10.1007/S10994-017-5659-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HuangL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HuangZYCW17, author = {Jinlong Huang and Qingsheng Zhu and Lijun Yang and Dongdong Cheng and Quanwang Wu}, title = {{QCC:} a novel clustering algorithm based on Quasi-Cluster Centers}, journal = {Mach. Learn.}, volume = {106}, number = {3}, pages = {337--357}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5608-2}, doi = {10.1007/S10994-016-5608-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HuangZYCW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IbrahimPP17, author = {Mohamed Hamza Ibrahim and Christopher Joseph Pal and Gilles Pesant}, title = {Improving probabilistic inference in graphical models with determinism and cycles}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {1--54}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5585-5}, doi = {10.1007/S10994-016-5585-5}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IbrahimPP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/InoueOY17, author = {Katsumi Inoue and Hayato Ohwada and Akihiro Yamamoto}, title = {Special issue on inductive logic programming}, journal = {Mach. Learn.}, volume = {106}, number = {12}, pages = {1863--1865}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5679-8}, doi = {10.1007/S10994-017-5679-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/InoueOY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/JapkowiczM17, author = {Nathalie Japkowicz and Stan Matwin}, title = {Special issue on discovery science}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {741--743}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5625-1}, doi = {10.1007/S10994-016-5625-1}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/JapkowiczM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KarasuyamaM17, author = {Masayuki Karasuyama and Hiroshi Mamitsuka}, title = {Adaptive edge weighting for graph-based learning algorithms}, journal = {Mach. Learn.}, volume = {106}, number = {2}, pages = {307--335}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5607-3}, doi = {10.1007/S10994-016-5607-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KarasuyamaM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KawakitaT17, author = {Masanori Kawakita and Jun'ichi Takeuchi}, title = {A note on model selection for small sample regression}, journal = {Mach. Learn.}, volume = {106}, number = {11}, pages = {1839--1862}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5645-5}, doi = {10.1007/S10994-017-5645-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KawakitaT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KaytouePZBR17, author = {Mehdi Kaytoue and Marc Plantevit and Albrecht Zimmermann and Ahmed Anes Bendimerad and C{\'{e}}line Robardet}, title = {Exceptional contextual subgraph mining}, journal = {Mach. Learn.}, volume = {106}, number = {8}, pages = {1171--1211}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5598-0}, doi = {10.1007/S10994-016-5598-0}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KaytouePZBR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KimO17, author = {Dongwoo Kim and Alice Oh}, title = {Hierarchical Dirichlet scaling process}, journal = {Mach. Learn.}, volume = {106}, number = {3}, pages = {387--418}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5621-5}, doi = {10.1007/S10994-016-5621-5}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KimO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KolbPGR17, author = {Samuel Kolb and Sergey Paramonov and Tias Guns and Luc De Raedt}, title = {Learning constraints in spreadsheets and tabular data}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1441--1468}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5640-x}, doi = {10.1007/S10994-017-5640-X}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KolbPGR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KotlowskiD17, author = {Wojciech Kotlowski and Krzysztof Dembczynski}, title = {Surrogate regret bounds for generalized classification performance metrics}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {549--572}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5591-7}, doi = {10.1007/S10994-016-5591-7}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KotlowskiD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KrijtheL17, author = {Jesse H. Krijthe and Marco Loog}, title = {Projected estimators for robust semi-supervised classification}, journal = {Mach. Learn.}, volume = {106}, number = {7}, pages = {993--1008}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5626-8}, doi = {10.1007/S10994-017-5626-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KrijtheL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KuzborskijO17, author = {Ilja Kuzborskij and Francesco Orabona}, title = {Fast rates by transferring from auxiliary hypotheses}, journal = {Mach. Learn.}, volume = {106}, number = {2}, pages = {171--195}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5594-4}, doi = {10.1007/S10994-016-5594-4}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KuzborskijO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KuznetsovM17, author = {Vitaly Kuznetsov and Mehryar Mohri}, title = {Generalization bounds for non-stationary mixing processes}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {93--117}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5588-2}, doi = {10.1007/S10994-016-5588-2}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/KuznetsovM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuJHZS17, author = {Chenghao Liu and Tao Jin and Steven C. H. Hoi and Peilin Zhao and Jianling Sun}, title = {Collaborative topic regression for online recommender systems: an online and Bayesian approach}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {651--670}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5599-z}, doi = {10.1007/S10994-016-5599-Z}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuJHZS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuL0J17, author = {Shaowu Liu and Gang Li and Truyen Tran and Yuan Jiang}, title = {Preference Relation-based Markov Random Fields for Recommender Systems}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {523--546}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5603-7}, doi = {10.1007/S10994-016-5603-7}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuL0J17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiuL0J17a, author = {Shaowu Liu and Gang Li and Truyen Tran and Yuan Jiang}, title = {Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {547}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5630-z}, doi = {10.1007/S10994-017-5630-Z}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/LiuL0J17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MandtWNCLK17, author = {Stephan Mandt and Florian Wenzel and Shinichi Nakajima and John P. Cunningham and Christoph Lippert and Marius Kloft}, title = {Sparse probit linear mixed model}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1621--1642}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5652-6}, doi = {10.1007/S10994-017-5652-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MandtWNCLK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MaoWT17, author = {Qi Mao and Li Wang and Ivor W. Tsang}, title = {A unified probabilistic framework for robust manifold learning and embedding}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {627--650}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5602-8}, doi = {10.1007/S10994-016-5602-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MaoWT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MatuszykS17, author = {Pawel Matuszyk and Myra Spiliopoulou}, title = {Stream-based semi-supervised learning for recommender systems}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {771--798}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5614-4}, doi = {10.1007/S10994-016-5614-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MatuszykS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MenaMQC17, author = {Deiner Mena and Elena Monta{\~{n}}{\'{e}}s and Jos{\'{e}} Ram{\'{o}}n Quevedo and Juan Jos{\'{e}} del Coz}, title = {A family of admissible heuristics for A* to perform inference in probabilistic classifier chains}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {143--169}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5593-5}, doi = {10.1007/S10994-016-5593-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MenaMQC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Mendes-JuniorSW17, author = {Pedro Ribeiro Mendes J{\'{u}}nior and Roberto Medeiros de Souza and Rafael de Oliveira Werneck and Bernardo V. Stein and Daniel V. Pazinato and Waldir R. de Almeida and Ot{\'{a}}vio A. B. Penatti and Ricardo da Silva Torres and Anderson Rocha}, title = {Nearest neighbors distance ratio open-set classifier}, journal = {Mach. Learn.}, volume = {106}, number = {3}, pages = {359--386}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5610-8}, doi = {10.1007/S10994-016-5610-8}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Mendes-JuniorSW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NittiBLR17, author = {Davide Nitti and Vaishak Belle and Tinne De Laet and Luc De Raedt}, title = {Planning in hybrid relational MDPs}, journal = {Mach. Learn.}, volume = {106}, number = {12}, pages = {1905--1932}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5669-x}, doi = {10.1007/S10994-017-5669-X}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NittiBLR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OrsiniFR17, author = {Francesco Orsini and Paolo Frasconi and Luc De Raedt}, title = {kProbLog: an algebraic Prolog for machine learning}, journal = {Mach. Learn.}, volume = {106}, number = {12}, pages = {1933--1969}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5668-y}, doi = {10.1007/S10994-017-5668-Y}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/OrsiniFR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OsojnikPD17, author = {Aljaz Osojnik and Pance Panov and Saso Dzeroski}, title = {Multi-label classification via multi-target regression on data streams}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {745--770}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5613-5}, doi = {10.1007/S10994-016-5613-5}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/OsojnikPD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PaesZC17, author = {Aline Paes and Gerson Zaverucha and V{\'{\i}}tor Santos Costa}, title = {On the use of stochastic local search techniques to revise first-order logic theories from examples}, journal = {Mach. Learn.}, volume = {106}, number = {2}, pages = {197--241}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5595-3}, doi = {10.1007/S10994-016-5595-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PaesZC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PandeLREKBI17, author = {Amol Pande and Liang Li and Jeevanantham Rajeswaran and John Ehrlinger and Udaya B. Kogalur and Eugene Blackstone and Hemant Ishwaran}, title = {Boosted multivariate trees for longitudinal data}, journal = {Mach. Learn.}, volume = {106}, number = {2}, pages = {277--305}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5597-1}, doi = {10.1007/S10994-016-5597-1}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PandeLREKBI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ParamonovLR17, author = {Sergey Paramonov and Matthijs van Leeuwen and Luc De Raedt}, title = {Relational data factorization}, journal = {Mach. Learn.}, volume = {106}, number = {12}, pages = {1867--1904}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5660-6}, doi = {10.1007/S10994-017-5660-6}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ParamonovLR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PhanWD17, author = {NhatHai Phan and Xintao Wu and Dejing Dou}, title = {Preserving differential privacy in convolutional deep belief networks}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1681--1704}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5656-2}, doi = {10.1007/S10994-017-5656-2}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PhanWD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PlessisNS17, author = {Marthinus Christoffel du Plessis and Gang Niu and Masashi Sugiyama}, title = {Class-prior estimation for learning from positive and unlabeled data}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {463--492}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5604-6}, doi = {10.1007/S10994-016-5604-6}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PlessisNS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RossettiPPG17, author = {Giulio Rossetti and Luca Pappalardo and Dino Pedreschi and Fosca Giannotti}, title = {Tiles: an online algorithm for community discovery in dynamic social networks}, journal = {Mach. Learn.}, volume = {106}, number = {8}, pages = {1213--1241}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5582-8}, doi = {10.1007/S10994-016-5582-8}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RossettiPPG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/RouveirolPK17, author = {C{\'{e}}line Rouveirol and Ruggero G. Pensa and Rushed Kanawati}, title = {Introduction to the special issue on dynamic networks and knowledge discovery}, journal = {Mach. Learn.}, volume = {106}, number = {8}, pages = {1131--1132}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5655-3}, doi = {10.1007/S10994-017-5655-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/RouveirolPK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SahaD17, author = {Arkajyoti Saha and Swagatam Das}, title = {Feature-weighted clustering with inner product induced norm based dissimilarity measures: an optimization perspective}, journal = {Mach. Learn.}, volume = {106}, number = {7}, pages = {951--992}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5623-3}, doi = {10.1007/S10994-016-5623-3}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SahaD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SchwabR17, author = {Devin Schwab and Soumya Ray}, title = {Offline reinforcement learning with task hierarchies}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1569--1598}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5650-8}, doi = {10.1007/S10994-017-5650-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SchwabR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ShenX017, author = {Jie Shen and Huan Xu and Ping Li}, title = {Online optimization for max-norm regularization}, journal = {Mach. Learn.}, volume = {106}, number = {3}, pages = {419--457}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5628-6}, doi = {10.1007/S10994-017-5628-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ShenX017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SrinivasanB17, author = {Ashwin Srinivasan and Michael Bain}, title = {An empirical study of on-line models for relational data streams}, journal = {Mach. Learn.}, volume = {106}, number = {2}, pages = {243--276}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5596-2}, doi = {10.1007/S10994-016-5596-2}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SrinivasanB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SuzumuraOSKT17, author = {Shinya Suzumura and Kohei Ogawa and Masashi Sugiyama and Masayuki Karasuyama and Ichiro Takeuchi}, title = {Homotopy continuation approaches for robust {SV} classification and regression}, journal = {Mach. Learn.}, volume = {106}, number = {7}, pages = {1009--1038}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5627-7}, doi = {10.1007/S10994-017-5627-7}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/SuzumuraOSKT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TekumallaRB17, author = {Lavanya Sita Tekumalla and Vaibhav Rajan and Chiranjib Bhattacharyya}, title = {Vine copulas for mixed data : multi-view clustering for mixed data beyond meta-Gaussian dependencies}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1331--1357}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5624-2}, doi = {10.1007/S10994-016-5624-2}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TekumallaRB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TianOI17, author = {Ran Tian and Naoaki Okazaki and Kentaro Inui}, title = {The mechanism of additive composition}, journal = {Mach. Learn.}, volume = {106}, number = {7}, pages = {1083--1130}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5634-8}, doi = {10.1007/S10994-017-5634-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/TianOI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/TingWWA17, author = {Kai Ming Ting and Takashi Washio and Jonathan R. Wells and Sunil Aryal}, title = {Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {55--91}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5586-4}, doi = {10.1007/S10994-016-5586-4}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/TingWWA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VujicicGZO17, author = {Tijana Vujicic and Jesse Glass and Fang Zhou and Zoran Obradovic}, title = {Gaussian conditional random fields extended for directed graphs}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1271--1288}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5611-7}, doi = {10.1007/S10994-016-5611-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VujicicGZO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangSQ17, author = {Beilun Wang and Ritambhara Singh and Yanjun Qi}, title = {A constrained {\textdollar}{\textdollar}{\textbackslash}ell {\textdollar}{\textdollar} {\(\mathscr{l}\)} 1 minimization approach for estimating multiple sparse Gaussian or nonparanormal graphical models}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1381--1417}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5635-7}, doi = {10.1007/S10994-017-5635-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WangSQ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WeghenkelFW17, author = {Bj{\"{o}}rn Weghenkel and Asja Fischer and Laurenz Wiskott}, title = {Graph-based predictable feature analysis}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1359--1380}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5632-x}, doi = {10.1007/S10994-017-5632-X}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WeghenkelFW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Wintenberger17, author = {Olivier Wintenberger}, title = {Optimal learning with Bernstein online aggregation}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {119--141}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5592-6}, doi = {10.1007/S10994-016-5592-6}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Wintenberger17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WuL17, author = {Yuping Wu and Hsuan{-}Tien Lin}, title = {Progressive random k-labelsets for cost-sensitive multi-label classification}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {671--694}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5600-x}, doi = {10.1007/S10994-016-5600-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WuL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XuanLZXL17, author = {Junyu Xuan and Jie Lu and Guangquan Zhang and Richard Yi Da Xu and Xiangfeng Luo}, title = {A Bayesian nonparametric model for multi-label learning}, journal = {Mach. Learn.}, volume = {106}, number = {11}, pages = {1787--1815}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5638-4}, doi = {10.1007/S10994-017-5638-4}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/XuanLZXL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YangZ17, author = {Sen Yang and Lijun Zhang}, title = {Non-redundant multiple clustering by nonnegative matrix factorization}, journal = {Mach. Learn.}, volume = {106}, number = {5}, pages = {695--712}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5601-9}, doi = {10.1007/S10994-016-5601-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/YangZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/YuZ17, author = {Fei Yu and Min{-}Ling Zhang}, title = {Maximum margin partial label learning}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {573--593}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5606-4}, doi = {10.1007/S10994-016-5606-4}, timestamp = {Tue, 08 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YuZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZaidiWCPBHS17, author = {Nayyar Abbas Zaidi and Geoffrey I. Webb and Mark James Carman and Fran{\c{c}}ois Petitjean and Wray L. Buntine and Mike Hynes and Hans De Sterck}, title = {Efficient parameter learning of Bayesian network classifiers}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1289--1329}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5619-z}, doi = {10.1007/S10994-016-5619-Z}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZaidiWCPBHS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZihayatCA17, author = {Morteza Zihayat and Yan Chen and Aijun An}, title = {Memory-adaptive high utility sequential pattern mining over data streams}, journal = {Mach. Learn.}, volume = {106}, number = {6}, pages = {799--836}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5617-1}, doi = {10.1007/S10994-016-5617-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZihayatCA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZweigC17, author = {Alon Zweig and Gal Chechik}, title = {Group online adaptive learning}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1747--1770}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5661-5}, doi = {10.1007/S10994-017-5661-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ZweigC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/0005ER16, author = {Markus Schneider and Wolfgang Ertel and Fabio Ramos}, title = {Expected similarity estimation for large-scale batch and streaming anomaly detection}, journal = {Mach. Learn.}, volume = {105}, number = {3}, pages = {305--333}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5567-7}, doi = {10.1007/S10994-016-5567-7}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/0005ER16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AG16, author = {Prashanth L. A. and Mohammad Ghavamzadeh}, title = {Variance-constrained actor-critic algorithms for discounted and average reward MDPs}, journal = {Mach. Learn.}, volume = {105}, number = {3}, pages = {367--417}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5569-5}, doi = {10.1007/S10994-016-5569-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AdhikariVKLH16, author = {Prem Raj Adhikari and Anze Vavpetic and Jan Kralj and Nada Lavrac and Jaakko Hollm{\'{e}}n}, title = {Explaining mixture models through semantic pattern mining and banded matrix visualization}, journal = {Mach. Learn.}, volume = {105}, number = {1}, pages = {3--39}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5550-3}, doi = {10.1007/S10994-016-5550-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AdhikariVKLH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AlabdulmohsinCG16, author = {Ibrahim M. Alabdulmohsin and Moustapha Ciss{\'{e}} and Xin Gao and Xiangliang Zhang}, title = {Large margin classification with indefinite similarities}, journal = {Mach. Learn.}, volume = {103}, number = {2}, pages = {215--237}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5542-8}, doi = {10.1007/S10994-015-5542-8}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AlabdulmohsinCG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AntoniukFH16, author = {Kostiantyn Antoniuk and Vojtech Franc and V{\'{a}}clav Hlav{\'{a}}c}, title = {V-shaped interval insensitive loss for ordinal classification}, journal = {Mach. Learn.}, volume = {103}, number = {2}, pages = {261--283}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5541-9}, doi = {10.1007/S10994-015-5541-9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AntoniukFH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AppiceGM16, author = {Annalisa Appice and Pietro Guccione and Donato Malerba}, title = {Transductive hyperspectral image classification: toward integrating spectral and relational features via an iterative ensemble system}, journal = {Mach. Learn.}, volume = {103}, number = {3}, pages = {343--375}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5559-7}, doi = {10.1007/S10994-016-5559-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/AppiceGM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/CaoGY16, author = {Qiong Cao and Zheng{-}Chu Guo and Yiming Ying}, title = {Generalization bounds for metric and similarity learning}, journal = {Mach. Learn.}, volume = {102}, number = {1}, pages = {115--132}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5499-7}, doi = {10.1007/S10994-015-5499-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/CaoGY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Chehreghani16, author = {Morteza Haghir Chehreghani}, title = {Adaptive trajectory analysis of replicator dynamics for data clustering}, journal = {Mach. Learn.}, volume = {104}, number = {2-3}, pages = {271--289}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5573-9}, doi = {10.1007/S10994-016-5573-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/Chehreghani16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ConroyEPX16, author = {Bryan Conroy and Larry J. Eshelman and Cristhian Potes and Minnan Xu{-}Wilson}, title = {A dynamic ensemble approach to robust classification in the presence of missing data}, journal = {Mach. Learn.}, volume = {102}, number = {3}, pages = {443--463}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5530-z}, doi = {10.1007/S10994-015-5530-Z}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ConroyEPX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DanielHPN16, author = {Christian Daniel and Herke van Hoof and Jan Peters and Gerhard Neumann}, title = {Probabilistic inference for determining options in reinforcement learning}, journal = {Mach. Learn.}, volume = {104}, number = {2-3}, pages = {337--357}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5580-x}, doi = {10.1007/S10994-016-5580-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DanielHPN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DavisR16, author = {Jesse Davis and Jan Ramon}, title = {Guest editors introduction: special issue on inductive logic programming}, journal = {Mach. Learn.}, volume = {103}, number = {3}, pages = {307--308}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5561-0}, doi = {10.1007/S10994-016-5561-0}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DavisR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DengX16, author = {Zhi{-}Hong Deng and Xiaoran Xu}, title = {A novel probabilistic clustering model for heterogeneous networks}, journal = {Mach. Learn.}, volume = {104}, number = {1}, pages = {1--24}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5544-1}, doi = {10.1007/S10994-016-5544-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DengX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DickS16, author = {Uwe Dick and Tobias Scheffer}, title = {Learning to control a structured-prediction decoder for detection of HTTP-layer DDoS attackers}, journal = {Mach. Learn.}, volume = {104}, number = {2-3}, pages = {385--410}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5581-9}, doi = {10.1007/S10994-016-5581-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DickS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DuttaG16, author = {Subhajit Dutta and Anil Kumar Ghosh}, title = {On some transformations of high dimension, low sample size data for nearest neighbor classification}, journal = {Mach. Learn.}, volume = {102}, number = {1}, pages = {57--83}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5495-y}, doi = {10.1007/S10994-015-5495-Y}, timestamp = {Fri, 09 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DuttaG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DyagilevS16, author = {Kirill Dyagilev and Suchi Saria}, title = {Learning (predictive) risk scores in the presence of censoring due to interventions}, journal = {Mach. Learn.}, volume = {102}, number = {3}, pages = {323--348}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5527-7}, doi = {10.1007/S10994-015-5527-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DyagilevS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DzeroskiKP16, author = {Saso Dzeroski and Dragi Kocev and Pance Panov}, title = {Special issue on discovery science}, journal = {Mach. Learn.}, volume = {105}, number = {1}, pages = {1--2}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5589-1}, doi = {10.1007/S10994-016-5589-1}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/DzeroskiKP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/EsbroeckSSSK16, author = {Alexander Van Esbroeck and Landon Smith and Zeeshan Syed and Satinder Singh and Zahi N. Karam}, title = {Multi-task seizure detection: addressing intra-patient variation in seizure morphologies}, journal = {Mach. Learn.}, volume = {102}, number = {3}, pages = {309--321}, year = {2016}, url = {https://doi.org/10.1007/s10994-015-5519-7}, doi = {10.1007/S10994-015-5519-7}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/EsbroeckSSSK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/FossMRH16, author = {Alex Foss and Marianthi Markatou and Bonnie Ray and Aliza Heching}, title = {A semiparametric method for clustering mixed data}, journal = {Mach. Learn.}, volume = {105}, number = {3}, pages = {419--458}, year = {2016}, url = {https://doi.org/10.1007/s10994-016-5575-7}, doi = {10.1007/S10994-016-5575-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/FossMRH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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