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ORCIDBibTeX records: Michel Lang
@article{DBLP:journals/rjour/PfistererWVLB23,
author = {Florian Pfisterer and
Siyi Wei and
Sebastian J. Vollmer and
Michel Lang and
Bernd Bischl},
title = {Fairness Audits and Debiasing Using {\textbackslash}pkg\{mlr3fairness\}},
journal = {R J.},
volume = {15},
number = {1},
pages = {234--253},
year = {2023},
url = {https://doi.org/10.32614/rj-2023-034},
doi = {10.32614/RJ-2023-034},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rjour/PfistererWVLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/telo/KarlPMPCBSTRLGBB23,
author = {Florian Karl and
Tobias Pielok and
Julia Moosbauer and
Florian Pfisterer and
Stefan Coors and
Martin Binder and
Lennart Schneider and
Janek Thomas and
Jakob Richter and
Michel Lang and
Eduardo C. Garrido{-}Merch{\'{a}}n and
J{\"{u}}rgen Branke and
Bernd Bischl},
title = {Multi-Objective Hyperparameter Optimization in Machine Learning -
An Overview},
journal = {{ACM} Trans. Evol. Learn. Optim.},
volume = {3},
number = {4},
pages = {16:1--16:50},
year = {2023},
url = {https://doi.org/10.1145/3610536},
doi = {10.1145/3610536},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/telo/KarlPMPCBSTRLGBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/BischlBLPRCTUBBDL23,
author = {Bernd Bischl and
Martin Binder and
Michel Lang and
Tobias Pielok and
Jakob Richter and
Stefan Coors and
Janek Thomas and
Theresa Ullmann and
Marc Becker and
Anne{-}Laure Boulesteix and
Difan Deng and
Marius Lindauer},
title = {Hyperparameter optimization: Foundations, algorithms, best practices,
and open challenges},
journal = {WIREs Data. Mining. Knowl. Discov.},
volume = {13},
number = {2},
year = {2023},
url = {https://doi.org/10.1002/widm.1484},
doi = {10.1002/WIDM.1484},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/BischlBLPRCTUBBDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/MoosbauerBSPBLK22,
author = {Julia Moosbauer and
Martin Binder and
Lennart Schneider and
Florian Pfisterer and
Marc Becker and
Michel Lang and
Lars Kotthoff and
Bernd Bischl},
title = {Automated Benchmark-Driven Design and Explanation of Hyperparameter
Optimizers},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1336--1350},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3211336},
doi = {10.1109/TEVC.2022.3211336},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/MoosbauerBSPBLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/degruyter/22/RahnenfuhrerLR22,
author = {J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang and
Jakob Richter},
editor = {Katharina Morik and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Christian Wietfeld},
title = {Survival Prediction and Model Selection},
booktitle = {Machine Learning under Resource Constraints - Volume 3: Applications},
series = {De Gruyter {STEM}},
pages = {71--84},
publisher = {De Gruyter},
year = {2022},
url = {https://doi.org/10.1515/9783110785982-013},
doi = {10.1515/9783110785982-013},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/degruyter/22/RahnenfuhrerLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07438,
author = {Florian Karl and
Tobias Pielok and
Julia Moosbauer and
Florian Pfisterer and
Stefan Coors and
Martin Binder and
Lennart Schneider and
Janek Thomas and
Jakob Richter and
Michel Lang and
Eduardo C. Garrido{-}Merch{\'{a}}n and
J{\"{u}}rgen Branke and
Bernd Bischl},
title = {Multi-Objective Hyperparameter Optimization - An Overview},
journal = {CoRR},
volume = {abs/2206.07438},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07438},
doi = {10.48550/ARXIV.2206.07438},
eprinttype = {arXiv},
eprint = {2206.07438},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SonabendKBBL21,
author = {Raphael Sonabend and
Franz J. Kir{\'{a}}ly and
Andreas Bender and
Bernd Bischl and
Michel Lang},
title = {mlr3proba: an {R} package for machine learning in survival analysis},
journal = {Bioinform.},
volume = {37},
number = {17},
pages = {2789--2791},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab039},
doi = {10.1093/BIOINFORMATICS/BTAB039},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/SonabendKBBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BinderPLSKB21,
author = {Martin Binder and
Florian Pfisterer and
Michel Lang and
Lennart Schneider and
Lars Kotthoff and
Bernd Bischl},
title = {mlr3pipelines - Flexible Machine Learning Pipelines in {R}},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {184:1--184:7},
year = {2021},
url = {http://jmlr.org/papers/v22/21-0281.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BinderPLSKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/BommertL21,
author = {Andrea Bommert and
Michel Lang},
title = {stabm: Stability Measures for Feature Selection},
journal = {J. Open Source Softw.},
volume = {6},
number = {59},
pages = {3010},
year = {2021},
url = {https://doi.org/10.21105/joss.03010},
doi = {10.21105/JOSS.03010},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/BommertL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BommertRL21,
author = {Andrea Bommert and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Employing an Adjusted Stability Measure for Multi-criteria Model Fitting
on Data Sets with Similar Features},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {81--92},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_6},
doi = {10.1007/978-3-030-95467-3\_6},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BommertRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BischlCFGHLMRV21,
author = {Bernd Bischl and
Giuseppe Casalicchio and
Matthias Feurer and
Pieter Gijsbers and
Frank Hutter and
Michel Lang and
Rafael Gomes Mantovani and
Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {OpenML Benchmarking Suites},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c7e1249ffc03eb9ded908c236bd1996d-Abstract-round2.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BischlCFGHLMRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08105,
author = {Andrea Bommert and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
title = {Employing an Adjusted Stability Measure for Multi-Criteria Model Fitting
on Data Sets with Similar Features},
journal = {CoRR},
volume = {abs/2106.08105},
year = {2021},
url = {https://arxiv.org/abs/2106.08105},
eprinttype = {arXiv},
eprint = {2106.08105},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05847,
author = {Bernd Bischl and
Martin Binder and
Michel Lang and
Tobias Pielok and
Jakob Richter and
Stefan Coors and
Janek Thomas and
Theresa Ullmann and
Marc Becker and
Anne{-}Laure Boulesteix and
Difan Deng and
Marius Lindauer},
title = {Hyperparameter Optimization: Foundations, Algorithms, Best Practices
and Open Challenges},
journal = {CoRR},
volume = {abs/2107.05847},
year = {2021},
url = {https://arxiv.org/abs/2107.05847},
eprinttype = {arXiv},
eprint = {2107.05847},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12674,
author = {Patrick Schratz and
Marc Becker and
Michel Lang and
Alexander Brenning},
title = {Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning
in {R}},
journal = {CoRR},
volume = {abs/2110.12674},
year = {2021},
url = {https://arxiv.org/abs/2110.12674},
eprinttype = {arXiv},
eprint = {2110.12674},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14756,
author = {Julia Moosbauer and
Martin Binder and
Lennart Schneider and
Florian Pfisterer and
Marc Becker and
Michel Lang and
Lars Kotthoff and
Bernd Bischl},
title = {Automated Benchmark-Driven Design and Explanation of Hyperparameter
Optimizers},
journal = {CoRR},
volume = {abs/2111.14756},
year = {2021},
url = {https://arxiv.org/abs/2111.14756},
eprinttype = {arXiv},
eprint = {2111.14756},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/JagdhuberLSNR20,
author = {Rudolf Jagdhuber and
Michel Lang and
Arnulf Stenzl and
Jochen Neuhaus and
J{\"{o}}rg Rahnenf{\"{u}}hrer},
title = {Cost-Constrained feature selection in binary classification: adaptations
for greedy forward selection and genetic algorithms},
journal = {{BMC} Bioinform.},
volume = {21},
number = {1},
pages = {26},
year = {2020},
url = {https://doi.org/10.1186/s12859-020-3361-9},
doi = {10.1186/S12859-020-3361-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/JagdhuberLSNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BommertSBRL20,
author = {Andrea Bommert and
Xudong Sun and
Bernd Bischl and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
title = {Benchmark for filter methods for feature selection in high-dimensional
classification data},
journal = {Comput. Stat. Data Anal.},
volume = {143},
year = {2020},
url = {https://doi.org/10.1016/j.csda.2019.106839},
doi = {10.1016/J.CSDA.2019.106839},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/BommertSBRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RichterSCRL20,
author = {Jakob Richter and
Junjie Shi and
Jian{-}Jia Chen and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
editor = {Carlos Artemio Coello Coello},
title = {Model-based optimization with concept drifts},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {877--885},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3390175},
doi = {10.1145/3377930.3390175},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RichterSCRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06298,
author = {Rudolf Jagdhuber and
Michel Lang and
J{\"{o}}rg Rahnenf{\"{u}}hrer},
title = {Feature Selection Methods for Cost-Constrained Classification in Random
Forests},
journal = {CoRR},
volume = {abs/2008.06298},
year = {2020},
url = {https://arxiv.org/abs/2008.06298},
eprinttype = {arXiv},
eprint = {2008.06298},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08080,
author = {Raphael Sonabend and
Franz J. Kir{\'{a}}ly and
Andreas Bender and
Bernd Bischl and
Michel Lang},
title = {mlr3proba: Machine Learning Survival Analysis in {R}},
journal = {CoRR},
volume = {abs/2008.08080},
year = {2020},
url = {https://arxiv.org/abs/2008.08080},
eprinttype = {arXiv},
eprint = {2008.08080},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/CasalicchioBLKK19,
author = {Giuseppe Casalicchio and
Jakob Bossek and
Michel Lang and
Dominik Kirchhoff and
Pascal Kerschke and
Benjamin Hofner and
Heidi Seibold and
Joaquin Vanschoren and
Bernd Bischl},
title = {OpenML: An {R} package to connect to the machine learning platform
OpenML},
journal = {Comput. Stat.},
volume = {34},
number = {3},
pages = {977--991},
year = {2019},
url = {https://doi.org/10.1007/s00180-017-0742-2},
doi = {10.1007/S00180-017-0742-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/CasalicchioBLKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/LangBRSPCACKB19,
author = {Michel Lang and
Martin Binder and
Jakob Richter and
Patrick Schratz and
Florian Pfisterer and
Stefan Coors and
Quay Au and
Giuseppe Casalicchio and
Lars Kotthoff and
Bernd Bischl},
title = {mlr3: {A} modern object-oriented machine learning framework in {R}},
journal = {J. Open Source Softw.},
volume = {4},
number = {44},
pages = {1903},
year = {2019},
url = {https://doi.org/10.21105/joss.01903},
doi = {10.21105/JOSS.01903},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/LangBRSPCACKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intellisys/0002BPRLB19,
author = {Xudong Sun and
Andrea Bommert and
Florian Pfisterer and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang and
Bernd Bischl},
editor = {Yaxin Bi and
Rahul Bhatia and
Supriya Kapoor},
title = {High Dimensional Restrictive Federated Model Selection with Multi-objective
Bayesian Optimization over Shifted Distributions},
booktitle = {Intelligent Systems and Applications - Proceedings of the 2019 Intelligent
Systems Conference, IntelliSys 2019, London, UK, September 5-6, 2019,
Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {1037},
pages = {629--647},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29516-5\_48},
doi = {10.1007/978-3-030-29516-5\_48},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/intellisys/0002BPRLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08999,
author = {Xudong Sun and
Andrea Bommert and
Florian Pfisterer and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang and
Bernd Bischl},
title = {High Dimensional Restrictive Federated Model Selection with multi-objective
Bayesian Optimization over shifted distributions},
journal = {CoRR},
volume = {abs/1902.08999},
year = {2019},
url = {http://arxiv.org/abs/1902.08999},
eprinttype = {arXiv},
eprint = {1902.08999},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/GaspariniL18,
author = {Alessandro Gasparini and
Michel Lang},
title = {rsimsum: Summarise results from Monte Carlo simulation studies},
journal = {J. Open Source Softw.},
volume = {3},
number = {26},
pages = {739},
year = {2018},
url = {https://doi.org/10.21105/joss.00739},
doi = {10.21105/JOSS.00739},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/GaspariniL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/BommertRL17,
author = {Andrea Bommert and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
title = {A Multicriteria Approach to Find Predictive and Sparse Models with
Stable Feature Selection for High-Dimensional Data},
journal = {Comput. Math. Methods Medicine},
volume = {2017},
pages = {7907163:1--7907163:18},
year = {2017},
url = {https://doi.org/10.1155/2017/7907163},
doi = {10.1155/2017/7907163},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/BommertRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/LangBS17,
author = {Michel Lang and
Bernd Bischl and
Dirk Surmann},
title = {batchtools: Tools for {R} to work on batch systems},
journal = {J. Open Source Softw.},
volume = {2},
number = {10},
pages = {135},
year = {2017},
url = {https://doi.org/10.21105/joss.00135},
doi = {10.21105/JOSS.00135},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/LangBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/Lang17,
author = {Michel Lang},
title = {checkmate: Fast Argument Checks for Defensive {R} Programming},
journal = {R J.},
volume = {9},
number = {1},
pages = {437},
year = {2017},
url = {https://doi.org/10.32614/rj-2017-028},
doi = {10.32614/RJ-2017-028},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rjour/Lang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/KotthausRLTBMRL17,
author = {Helena Kotthaus and
Jakob Richter and
Andreas Lang and
Janek Thomas and
Bernd Bischl and
Peter Marwedel and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
editor = {Roberto Battiti and
Dmitri E. Kvasov and
Yaroslav D. Sergeyev},
title = {{RAMBO:} Resource-Aware Model-Based Optimization with Scheduling for
Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based
Optimization},
booktitle = {Learning and Intelligent Optimization - 11th International Conference,
{LION} 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10556},
pages = {180--195},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-69404-7\_13},
doi = {10.1007/978-3-319-69404-7\_13},
timestamp = {Mon, 05 Feb 2024 20:33:08 +0100},
biburl = {https://dblp.org/rec/conf/lion/KotthausRLTBMRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CasalicchioBLKK17,
author = {Giuseppe Casalicchio and
Jakob Bossek and
Michel Lang and
Dominik Kirchhoff and
Pascal Kerschke and
Benjamin Hofner and
Heidi Seibold and
Joaquin Vanschoren and
Bernd Bischl},
title = {OpenML: An {R} Package to Connect to the Networked Machine Learning
Platform OpenML},
journal = {CoRR},
volume = {abs/1701.01293},
year = {2017},
url = {http://arxiv.org/abs/1701.01293},
eprinttype = {arXiv},
eprint = {1701.01293},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CasalicchioBLKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03731,
author = {Bernd Bischl and
Giuseppe Casalicchio and
Matthias Feurer and
Frank Hutter and
Michel Lang and
Rafael Gomes Mantovani and
Jan N. van Rijn and
Joaquin Vanschoren},
title = {OpenML Benchmarking Suites and the OpenML100},
journal = {CoRR},
volume = {abs/1708.03731},
year = {2017},
url = {http://arxiv.org/abs/1708.03731},
eprinttype = {arXiv},
eprint = {1708.03731},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BischlLKSRSCJ16,
author = {Bernd Bischl and
Michel Lang and
Lars Kotthoff and
Julia Schiffner and
Jakob Richter and
Erich Studerus and
Giuseppe Casalicchio and
Zachary M. Jones},
title = {mlr: Machine Learning in {R}},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {170:1--170:5},
year = {2016},
url = {http://jmlr.org/papers/v17/15-066.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BischlLKSRSCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/RichterKBMRL16,
author = {Jakob Richter and
Helena Kotthaus and
Bernd Bischl and
Peter Marwedel and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
editor = {Paola Festa and
Meinolf Sellmann and
Joaquin Vanschoren},
title = {Faster Model-Based Optimization Through Resource-Aware Scheduling
Strategies},
booktitle = {Learning and Intelligent Optimization - 10th International Conference,
{LION} 10, Ischia, Italy, May 29 - June 1, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10079},
pages = {267--273},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50349-3\_22},
doi = {10.1007/978-3-319-50349-3\_22},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/RichterKBMRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchiffnerBLRJPP16,
author = {Julia Schiffner and
Bernd Bischl and
Michel Lang and
Jakob Richter and
Zachary M. Jones and
Philipp Probst and
Florian Pfisterer and
Mason Gallo and
Dominik Kirchhoff and
Tobias K{\"{u}}hn and
Janek Thomas and
Lars Kotthoff},
title = {mlr Tutorial},
journal = {CoRR},
volume = {abs/1609.06146},
year = {2016},
url = {http://arxiv.org/abs/1609.06146},
eprinttype = {arXiv},
eprint = {1609.06146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchiffnerBLRJPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KammersLHSR11,
author = {Kai Kammers and
Michel Lang and
Jan G. Hengstler and
Marcus Schmidt and
J{\"{o}}rg Rahnenf{\"{u}}hrer},
title = {Survival models with preclustered gene groups as covariates},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {478},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-478},
doi = {10.1186/1471-2105-12-478},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/KammersLHSR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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