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ORCIDBibTeX records: Lars Kotthoff
@inproceedings{DBLP:conf/aaai/IqbalSKJ24,
author = {Md Shahriar Iqbal and
Jianhai Su and
Lars Kotthoff and
Pooyan Jamshidi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {FlexiBO: {A} Decoupled Cost-Aware Multi-objective Optimization Approach
for Deep Neural Networks (Abstract Reprint)},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22700},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30600},
doi = {10.1609/AAAI.V38I20.30600},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IqbalSKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/IqbalSKJ23,
author = {Md Shahriar Iqbal and
Jianhai Su and
Lars Kotthoff and
Pooyan Jamshidi},
title = {FlexiBO: {A} Decoupled Cost-Aware Multi-Objective Optimization Approach
for Deep Neural Networks},
journal = {J. Artif. Intell. Res.},
volume = {77},
pages = {645--682},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14139},
doi = {10.1613/JAIR.1.14139},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/IqbalSKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KashgaraniK23,
author = {Haniye Kashgarani and
Lars Kotthoff},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Automatic Parallel Portfolio Selection},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1215--1222},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230398},
doi = {10.3233/FAIA230398},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/KashgaraniK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/CrisanKS023,
author = {Anamaria Crisan and
Lars Kotthoff and
Marc Streit and
Kai Xu},
title = {Human-Centered Approaches for Provenance in Automated Data Science
(Dagstuhl Seminar 23372)},
journal = {Dagstuhl Reports},
volume = {13},
number = {9},
pages = {116--136},
year = {2023},
url = {https://doi.org/10.4230/DagRep.13.9.116},
doi = {10.4230/DAGREP.13.9.116},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/CrisanKS023.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}
}
@inproceedings{DBLP:conf/automl/PulatovAKH22,
author = {Damir Pulatov and
Marie Anastacio and
Lars Kotthoff and
Holger H. Hoos},
editor = {Isabelle Guyon and
Marius Lindauer and
Mihaela van der Schaar and
Frank Hutter and
Roman Garnett},
title = {Opening the Black Box: Automated Software Analysis for Algorithm Selection},
booktitle = {International Conference on Automated Machine Learning, AutoML 2022,
25-27 July 2022, Johns Hopkins University, Baltimore, MD, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {188},
pages = {6/1--18},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v188/pulatov22a.html},
timestamp = {Mon, 28 Nov 2022 12:30:36 +0100},
biburl = {https://dblp.org/rec/conf/automl/PulatovAKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KotthoffDHJMTWJ22,
author = {Lars Kotthoff and
Sourin Dey and
Jake Heil and
Vivek Jain and
Todd Muller and
Alexander Tyrrell and
Hud Wahab and
Patrick Johnson},
editor = {Andrea Passerini and
Thomas Schiex},
title = {Optimizing Laser-Induced Graphene Production},
booktitle = {{PAIS} 2022 - 11th Conference on Prestigious Applications of Artificial
Intelligence, 25 July 2022, Vienna, Austria (co-located with {IJCAI-ECAI}
2022)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {351},
pages = {31--44},
publisher = {{IOS} Press},
year = {2022},
url = {https://doi.org/10.3233/FAIA220063},
doi = {10.3233/FAIA220063},
timestamp = {Thu, 28 Jul 2022 11:39:15 +0200},
biburl = {https://dblp.org/rec/conf/ecai/KotthoffDHJMTWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13042,
author = {Mehdi Nourelahi and
Lars Kotthoff and
Peijie Chen and
Anh Nguyen},
title = {How explainable are adversarially-robust CNNs?},
journal = {CoRR},
volume = {abs/2205.13042},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13042},
doi = {10.48550/ARXIV.2205.13042},
eprinttype = {arXiv},
eprint = {2205.13042},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BistarelliKST21,
author = {Stefano Bistarelli and
Lars Kotthoff and
Francesco Santini and
Carlo Taticchi},
title = {Summary Report for the Third International Competition On Computational
Models of Argumentation},
journal = {{AI} Mag.},
volume = {42},
number = {3},
pages = {70--73},
year = {2021},
url = {https://doi.org/10.1609/aimag.v42i3.15109},
doi = {10.1609/AIMAG.V42I3.15109},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/BistarelliKST21.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}
}
@inproceedings{DBLP:conf/aaai/KashgaraniK21,
author = {Haniye Kashgarani and
Lars Kotthoff},
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Is Algorithm Selection Worth It? Comparing Selecting Single Algorithms
and Parallel Execution},
booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
pages = {58--64},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/kashgarani21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KashgaraniK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14257,
author = {Lars Kotthoff and
Sourin Dey and
Vivek Jain and
Alexander Tyrrell and
Hud Wahab and
Patrick Johnson},
title = {Modeling and Optimizing Laser-Induced Graphene},
journal = {CoRR},
volume = {abs/2107.14257},
year = {2021},
url = {https://arxiv.org/abs/2107.14257},
eprinttype = {arXiv},
eprint = {2107.14257},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00002,
author = {Lars Kotthoff and
Hud Wahab and
Patrick Johnson},
title = {Bayesian Optimization in Materials Science: {A} Survey},
journal = {CoRR},
volume = {abs/2108.00002},
year = {2021},
url = {https://arxiv.org/abs/2108.00002},
eprinttype = {arXiv},
eprint = {2108.00002},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00002.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}
}
@inproceedings{DBLP:conf/aaai/PulatovK20,
author = {Damir Pulatov and
Lars Kotthoff},
title = {Opening the Black Box: Automatically Characterizing Software for Algorithm
Selection (Student Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13899--13900},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7222},
doi = {10.1609/AAAI.V34I10.7222},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PulatovK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BistarelliK0T20,
author = {Stefano Bistarelli and
Lars Kotthoff and
Francesco Santini and
Carlo Taticchi},
editor = {Bettina Fazzinga and
Filippo Furfaro and
Francesco Parisi},
title = {A First Overview of ICCMA'19},
booktitle = {Proceedings of the Workshop on Advances In Argumentation In Artificial
Intelligence 2020 co-located with the 19th International Conference
of the Italian Association for Artificial Intelligence (AIxIA 2020),
Online, November 25-26, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2777},
pages = {90--102},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2777/paper76.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/BistarelliK0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06588,
author = {Md Shahriar Iqbal and
Jianhai Su and
Lars Kotthoff and
Pooyan Jamshidi},
title = {FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2001.06588},
year = {2020},
url = {https://arxiv.org/abs/2001.06588},
eprinttype = {arXiv},
eprint = {2001.06588},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/LindauerRK19,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {The algorithm selection competitions 2015 and 2017},
journal = {Artif. Intell.},
volume = {272},
pages = {86--100},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2018.10.004},
doi = {10.1016/J.ARTINT.2018.10.004},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/LindauerRK19.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/ecir/BeelK19a,
author = {Joeran Beel and
Lars Kotthoff},
editor = {J{\"{o}}ran Beel and
Lars Kotthoff},
title = {Preface: The 1st Interdisciplinary Workshop on Algorithm Selection
and Meta-Learning in Information Retrieval {(AMIR)}},
booktitle = {Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection
and Meta-Learning in Information Retrieval co-located with the 41st
European Conference on Information Retrieval {(ECIR} 2019), Cologne,
Germany, April 14, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2360},
pages = {1--9},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2360/paper1Preface.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:16 +0100},
biburl = {https://dblp.org/rec/conf/ecir/BeelK19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/Kotthoff19,
author = {Lars Kotthoff},
editor = {J{\"{o}}ran Beel and
Lars Kotthoff},
title = {Hands-On Session with ASlib},
booktitle = {Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection
and Meta-Learning in Information Retrieval co-located with the 41st
European Conference on Information Retrieval {(ECIR} 2019), Cologne,
Germany, April 14, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2360},
pages = {71},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2360/paper8aslib.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/Kotthoff19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/BeelK19,
author = {J{\"{o}}ran Beel and
Lars Kotthoff},
editor = {Leif Azzopardi and
Benno Stein and
Norbert Fuhr and
Philipp Mayr and
Claudia Hauff and
Djoerd Hiemstra},
title = {Proposal for the 1st Interdisciplinary Workshop on Algorithm Selection
and Meta-Learning in Information Retrieval {(AMIR)}},
booktitle = {Advances in Information Retrieval - 41st European Conference on {IR}
Research, {ECIR} 2019, Cologne, Germany, April 14-18, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11438},
pages = {383--388},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-15719-7\_53},
doi = {10.1007/978-3-030-15719-7\_53},
timestamp = {Mon, 28 Aug 2023 21:17:41 +0200},
biburl = {https://dblp.org/rec/conf/ecir/BeelK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/opml/IqbalKJ19,
author = {Md Shahriar Iqbal and
Lars Kotthoff and
Pooyan Jamshidi},
editor = {Bharath Ramsundar and
Nisha Talagala},
title = {Transfer Learning for Performance Modeling of Deep Neural Network
Systems},
booktitle = {2019 {USENIX} Conference on Operational Machine Learning, OpML 2019,
Santa Clara, CA, USA, May 20, 2019},
pages = {43--46},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/opml19/presentation/iqbal},
timestamp = {Tue, 02 Feb 2021 08:04:58 +0100},
biburl = {https://dblp.org/rec/conf/opml/IqbalKJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/KotthoffTHHL19,
author = {Lars Kotthoff and
Chris Thornton and
Holger H. Hoos and
Frank Hutter and
Kevin Leyton{-}Brown},
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization
in {WEKA}},
booktitle = {Automated Machine Learning - Methods, Systems, Challenges},
series = {The Springer Series on Challenges in Machine Learning},
pages = {81--95},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-05318-5\_4},
doi = {10.1007/978-3-030-05318-5\_4},
timestamp = {Mon, 28 Aug 2023 21:17:00 +0200},
biburl = {https://dblp.org/rec/books/sp/19/KotthoffTHHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HKV2019,
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {Automated Machine Learning - Methods, Systems, Challenges},
series = {The Springer Series on Challenges in Machine Learning},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-05318-5},
doi = {10.1007/978-3-030-05318-5},
isbn = {978-3-030-05317-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HKV2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecir/2019amir,
editor = {J{\"{o}}ran Beel and
Lars Kotthoff},
title = {Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection
and Meta-Learning in Information Retrieval co-located with the 41st
European Conference on Information Retrieval {(ECIR} 2019), Cologne,
Germany, April 14, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2360},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2360},
urn = {urn:nbn:de:0074-2360-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/2019amir.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02838,
author = {Md Shahriar Iqbal and
Lars Kotthoff and
Pooyan Jamshidi},
title = {Transfer Learning for Performance Modeling of Deep Neural Network
Systems},
journal = {CoRR},
volume = {abs/1904.02838},
year = {2019},
url = {http://arxiv.org/abs/1904.02838},
eprinttype = {arXiv},
eprint = {1904.02838},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/KerschkeKBHT18,
author = {Pascal Kerschke and
Lars Kotthoff and
Jakob Bossek and
Holger H. Hoos and
Heike Trautmann},
title = {Leveraging {TSP} Solver Complementarity through Machine Learning},
journal = {Evol. Comput.},
volume = {26},
number = {4},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00215},
doi = {10.1162/EVCO\_A\_00215},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/KerschkeKBHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comma/BistarelliK0T18,
author = {Stefano Bistarelli and
Lars Kotthoff and
Francesco Santini and
Carlo Taticchi},
editor = {Matthias Thimm and
Federico Cerutti and
Mauro Vallati},
title = {Containerisation and Dynamic Frameworks in ICCMA'19},
booktitle = {Proceedings of the Second International Workshop on Systems and Algorithms
for Formal Argumentation {(SAFA} 2018) co-located with the 7th International
Conference on Computational Models of Argument {(COMMA} 2018), Warsaw,
Poland, September 11, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2171},
pages = {4--9},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2171/paper\_1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/comma/BistarelliK0T18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KotthoffFMRHL18,
author = {Lars Kotthoff and
Alexandre Fr{\'{e}}chette and
Tomasz P. Michalak and
Talal Rahwan and
Holger H. Hoos and
Kevin Leyton{-}Brown},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Quantifying Algorithmic Improvements over Time},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5165--5171},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/716},
doi = {10.24963/IJCAI.2018/716},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KotthoffFMRHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socs/DegrooteCBK18,
author = {Hans Degroote and
Patrick De Causmaecker and
Bernd Bischl and
Lars Kotthoff},
editor = {Vadim Bulitko and
Sabine Storandt},
title = {A Regression-Based Methodology for Online Algorithm Selection},
booktitle = {Proceedings of the Eleventh International Symposium on Combinatorial
Search, {SOCS} 2018, Stockholm, Sweden - 14-15 July 2018},
pages = {37--45},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/socs.v9i1.18458},
doi = {10.1609/SOCS.V9I1.18458},
timestamp = {Mon, 18 Dec 2023 04:11:03 +0100},
biburl = {https://dblp.org/rec/conf/socs/DegrooteCBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01214,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {The Algorithm Selection Competition Series 2015-17},
journal = {CoRR},
volume = {abs/1805.01214},
year = {2018},
url = {http://arxiv.org/abs/1805.01214},
eprinttype = {arXiv},
eprint = {1805.01214},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/KotthoffHO17,
author = {Lars Kotthoff and
Barry Hurley and
Barry O'Sullivan},
title = {The {ICON} Challenge on Algorithm Selection},
journal = {{AI} Mag.},
volume = {38},
number = {2},
pages = {91--93},
year = {2017},
url = {https://doi.org/10.1609/aimag.v38i2.2722},
doi = {10.1609/AIMAG.V38I2.2722},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/KotthoffHO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/BessiereRGKNNOP17,
author = {Christian Bessiere and
Luc De Raedt and
Tias Guns and
Lars Kotthoff and
Mirco Nanni and
Siegfried Nijssen and
Barry O'Sullivan and
Anastasia Paparrizou and
Dino Pedreschi and
Helmut Simonis},
title = {The Inductive Constraint Programming Loop},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {5},
pages = {44--52},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.3711637},
doi = {10.1109/MIS.2017.3711637},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/BessiereRGKNNOP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KotthoffTHHL17,
author = {Lars Kotthoff and
Chris Thornton and
Holger H. Hoos and
Frank Hutter and
Kevin Leyton{-}Brown},
title = {Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization
in {WEKA}},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {25:1--25:5},
year = {2017},
url = {http://jmlr.org/papers/v18/16-261.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KotthoffTHHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oasc/LindauerRK17,
author = {Marius Lindauer and
Jan N. van Rijn and
Lars Kotthoff},
title = {Open Algorithm Selection Challenge 2017: Setup and Scenarios},
booktitle = {Proceedings of the Open Algorithm Selection Challenge 2017, Brussels,
Belgium, September 11-12, 2017},
series = {Proceedings of Machine Learning Research},
volume = {79},
pages = {1--7},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v79/lindauer17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/oasc/LindauerRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FawcettKH17,
author = {Chris Fawcett and
Lars Kotthoff and
Holger H. Hoos},
title = {Hot-Rodding the Browser Engine: Automatic Configuration of JavaScript
Compilers},
journal = {CoRR},
volume = {abs/1707.04245},
year = {2017},
url = {http://arxiv.org/abs/1707.04245},
eprinttype = {arXiv},
eprint = {1707.04245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FawcettKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BischlKKLMFHHLT16,
author = {Bernd Bischl and
Pascal Kerschke and
Lars Kotthoff and
Marius Lindauer and
Yuri Malitsky and
Alexandre Fr{\'{e}}chette and
Holger H. Hoos and
Frank Hutter and
Kevin Leyton{-}Brown and
Kevin Tierney and
Joaquin Vanschoren},
title = {ASlib: {A} benchmark library for algorithm selection},
journal = {Artif. Intell.},
volume = {237},
pages = {41--58},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2016.04.003},
doi = {10.1016/J.ARTINT.2016.04.003},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/BischlKKLMFHHLT16.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/aaai/FrechetteKMRHL16,
author = {Alexandre Fr{\'{e}}chette and
Lars Kotthoff and
Tomasz P. Michalak and
Talal Rahwan and
Holger H. Hoos and
Kevin Leyton{-}Brown},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Using the Shapley Value to Analyze Algorithm Portfolios},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3397--3403},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10440},
doi = {10.1609/AAAI.V30I1.10440},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FrechetteKMRHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itat/DegrooteBKC16,
author = {Hans Degroote and
Bernd Bischl and
Lars Kotthoff and
Patrick De Causmaecker},
editor = {Brona Brejov{\'{a}}},
title = {Reinforcement Learning for Automatic Online Algorithm Selection -
an Empirical Study},
booktitle = {Proceedings of the 16th {ITAT} Conference Information Technologies
- Applications and Theory, Tatransk{\'{e}} Matliare, Slovakia,
September 15-19, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1649},
pages = {93--101},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1649/93.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:21 +0100},
biburl = {https://dblp.org/rec/conf/itat/DegrooteBKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/KotthoffMS16,
author = {Lars Kotthoff and
Ciaran McCreesh and
Christine Solnon},
editor = {Paola Festa and
Meinolf Sellmann and
Joaquin Vanschoren},
title = {Portfolios of Subgraph Isomorphism Algorithms},
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 = {107--122},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50349-3\_8},
doi = {10.1007/978-3-319-50349-3\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/KotthoffMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Kotthoff16,
author = {Lars Kotthoff},
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {Algorithm Selection for Combinatorial Search Problems: {A} Survey},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
pages = {149--190},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6\_7},
doi = {10.1007/978-3-319-50137-6\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/Kotthoff16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/0001KMMO16,
author = {Barry Hurley and
Lars Kotthoff and
Yuri Malitsky and
Deepak Mehta and
Barry O'Sullivan},
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {Advanced Portfolio Techniques},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
pages = {191--225},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6\_8},
doi = {10.1007/978-3-319-50137-6\_8},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/0001KMMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/BessiereRGKNNOPPS16,
author = {Christian Bessiere and
Luc De Raedt and
Tias Guns and
Lars Kotthoff and
Mirco Nanni and
Siegfried Nijssen and
Barry O'Sullivan and
Anastasia Paparrizou and
Dino Pedreschi and
Helmut Simonis},
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {The Inductive Constraint Programming Loop},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
pages = {303--309},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6\_12},
doi = {10.1007/978-3-319-50137-6\_12},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/lncs/BessiereRGKNNOPPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/NanniKGOP16,
author = {Mirco Nanni and
Lars Kotthoff and
Riccardo Guidotti and
Barry O'Sullivan and
Dino Pedreschi},
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {{ICON} Loop Carpooling Show Case},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
pages = {310--324},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6\_13},
doi = {10.1007/978-3-319-50137-6\_13},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/lncs/NanniKGOP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/0001KOS16,
author = {Barry Hurley and
Lars Kotthoff and
Barry O'Sullivan and
Helmut Simonis},
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {{ICON} Loop Health Show Case},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
pages = {325--333},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6\_14},
doi = {10.1007/978-3-319-50137-6\_14},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/0001KOS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2016automl,
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML
2016, co-located with 33rd International Conference on Machine Learning
{(ICML} 2016), New York City, NY, USA, June 24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {64},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v64/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2016automl.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lncs/10101,
editor = {Christian Bessiere and
Luc De Raedt and
Lars Kotthoff and
Siegfried Nijssen and
Barry O'Sullivan and
Dino Pedreschi},
title = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
Approach},
series = {Lecture Notes in Computer Science},
volume = {10101},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50137-6},
doi = {10.1007/978-3-319-50137-6},
isbn = {978-3-319-50136-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/10101.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/constraints/Kotthoff15,
author = {Lars Kotthoff},
title = {On Algorithm Selection, with an application to combinatorial search
problems},
journal = {Constraints An Int. J.},
volume = {20},
number = {4},
pages = {481--482},
year = {2015},
url = {https://doi.org/10.1007/s10601-015-9214-x},
doi = {10.1007/S10601-015-9214-X},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/constraints/Kotthoff15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/KotthoffNGO15,
author = {Lars Kotthoff and
Mirco Nanni and
Riccardo Guidotti and
Barry O'Sullivan},
editor = {Gilles Pesant},
title = {Find Your Way Back: Mobility Profile Mining with Constraints},
booktitle = {Principles and Practice of Constraint Programming - 21st International
Conference, {CP} 2015, Cork, Ireland, August 31 - September 4, 2015,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9255},
pages = {638--653},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23219-5\_44},
doi = {10.1007/978-3-319-23219-5\_44},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/KotthoffNGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/KotthoffKHT15,
author = {Lars Kotthoff and
Pascal Kerschke and
Holger H. Hoos and
Heike Trautmann},
editor = {Clarisse Dhaenens and
Laetitia Jourdan and
Marie{-}El{\'{e}}onore Marmion},
title = {Improving the State of the Art in Inexact {TSP} Solving Using Per-Instance
Algorithm Selection},
booktitle = {Learning and Intelligent Optimization - 9th International Conference,
{LION} 9, Lille, France, January 12-15, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8994},
pages = {202--217},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19084-6\_18},
doi = {10.1007/978-3-319-19084-6\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/KotthoffKHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015metasel,
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455},
urn = {urn:nbn:de:0074-1455-8},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015metasel.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HongCGKT15,
author = {Neil P. Chue Hong and
Tom Crick and
Ian P. Gent and
Lars Kotthoff and
Kenji Takeda},
title = {Top Tips to Make Your Research Irreproducible},
journal = {CoRR},
volume = {abs/1504.00062},
year = {2015},
url = {http://arxiv.org/abs/1504.00062},
eprinttype = {arXiv},
eprint = {1504.00062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HongCGKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BischlKKLMFHHLT15,
author = {Bernd Bischl and
Pascal Kerschke and
Lars Kotthoff and
Marius Lindauer and
Yuri Malitsky and
Alexandre Fr{\'{e}}chette and
Holger H. Hoos and
Frank Hutter and
Kevin Leyton{-}Brown and
Kevin Tierney and
Joaquin Vanschoren},
title = {ASlib: {A} Benchmark Library for Algorithm Selection},
journal = {CoRR},
volume = {abs/1506.02465},
year = {2015},
url = {http://arxiv.org/abs/1506.02465},
eprinttype = {arXiv},
eprint = {1506.02465},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BischlKKLMFHHLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BessiereRGKNNOP15,
author = {Christian Bessiere and
Luc De Raedt and
Tias Guns and
Lars Kotthoff and
Mirco Nanni and
Siegfried Nijssen and
Barry O'Sullivan and
Anastasia Paparrizou and
Dino Pedreschi and
Helmut Simonis},
title = {The Inductive Constraint Programming Loop},
journal = {CoRR},
volume = {abs/1510.03317},
year = {2015},
url = {http://arxiv.org/abs/1510.03317},
eprinttype = {arXiv},
eprint = {1510.03317},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BessiereRGKNNOP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Kotthoff15,
author = {Lars Kotthoff},
title = {{ICON} Challenge on Algorithm Selection},
journal = {CoRR},
volume = {abs/1511.04326},
year = {2015},
url = {http://arxiv.org/abs/1511.04326},
eprinttype = {arXiv},
eprint = {1511.04326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Kotthoff15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/Kotthoff14,
author = {Lars Kotthoff},
title = {Algorithm Selection for Combinatorial Search Problems: {A} Survey},
journal = {{AI} Mag.},
volume = {35},
number = {3},
pages = {48--60},
year = {2014},
url = {https://doi.org/10.1609/aimag.v35i3.2460},
doi = {10.1609/AIMAG.V35I3.2460},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/Kotthoff14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/constraints/KelseyKJLMNG14,
author = {Thomas W. Kelsey and
Lars Kotthoff and
Christopher Jefferson and
Stephen A. Linton and
Ian Miguel and
Peter Nightingale and
Ian P. Gent},
title = {Qualitative modelling via constraint programming},
journal = {Constraints An Int. J.},
volume = {19},
number = {2},
pages = {163--173},
year = {2014},
url = {https://doi.org/10.1007/s10601-014-9158-6},
doi = {10.1007/S10601-014-9158-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/constraints/KelseyKJLMNG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/Kotthoff14,
author = {Lars Kotthoff},
title = {Reliability of computational experiments on virtualised hardware},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {26},
number = {1},
pages = {33--49},
year = {2014},
url = {https://doi.org/10.1080/0952813X.2013.784812},
doi = {10.1080/0952813X.2013.784812},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetai/Kotthoff14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/GentHJKMNN14,
author = {Ian P. Gent and
Bilal Syed Hussain and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel and
Glenna F. Nightingale and
Peter Nightingale},
editor = {Barry O'Sullivan},
title = {Discriminating Instance Generation for Automated Constraint Model
Selection},
booktitle = {Principles and Practice of Constraint Programming - 20th International
Conference, {CP} 2014, Lyon, France, September 8-12, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8656},
pages = {356--365},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10428-7\_27},
doi = {10.1007/978-3-319-10428-7\_27},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/GentHJKMNN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/0001KMO14,
author = {Barry Hurley and
Lars Kotthoff and
Yuri Malitsky and
Barry O'Sullivan},
editor = {Helmut Simonis},
title = {Proteus: {A} Hierarchical Portfolio of Solvers and Transformations},
booktitle = {Integration of {AI} and {OR} Techniques in Constraint Programming
- 11th International Conference, {CPAIOR} 2014, Cork, Ireland, May
19-23, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8451},
pages = {301--317},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07046-9\_22},
doi = {10.1007/978-3-319-07046-9\_22},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/0001KMO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/KelseyMK14,
author = {Tom Kelsey and
Martin McCaffery and
Lars Kotthoff},
title = {Web-Scale Distributed eScience {AI} Search across Disconnected and
Heterogeneous Infrastructures},
booktitle = {10th {IEEE} International Conference on e-Science, eScience 2014,
Sao Paulo, Brazil, October 20-24, 2014},
pages = {39--46},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/eScience.2014.15},
doi = {10.1109/ESCIENCE.2014.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/KelseyMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Kotthoff14,
author = {Lars Kotthoff},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Carlos Soares and
Lars Kotthoff},
title = {Towards an Algorithm Selection Standard: Data Format and Tools},
booktitle = {Proceedings of the International Workshop on Meta-learning and Algorithm
Selection co-located with 21st European Conference on Artificial Intelligence,
MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1201},
pages = {1},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1201/paper-01.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Kotthoff14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecms/JohnsonBK14,
author = {Peter George Johnson and
Tina Balke and
Lars Kotthoff},
editor = {Flaminio Squazzoni and
Fabio Baronio and
Claudia Archetti and
Marco Castellani},
title = {Integrating Optimisation And Agent-Based Modelling},
booktitle = {28th European Conference on Modelling and Simulation, {ECMS} 2014,
Brescia, Italy, May 27-30, 2014},
pages = {775--781},
publisher = {European Council for Modeling and Simulation},
year = {2014},
url = {https://doi.org/10.7148/2014-0775},
doi = {10.7148/2014-0775},
timestamp = {Thu, 21 Sep 2023 08:59:29 +0200},
biburl = {https://dblp.org/rec/conf/ecms/JohnsonBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/Kotthoff14,
author = {Lars Kotthoff},
editor = {Panos M. Pardalos and
Mauricio G. C. Resende and
Chrysafis Vogiatzis and
Jose L. Walteros},
title = {Ranking Algorithms by Performance},
booktitle = {Learning and Intelligent Optimization - 8th International Conference,
Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {8426},
pages = {16--20},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09584-4\_2},
doi = {10.1007/978-3-319-09584-4\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/Kotthoff14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/GeschwenderHKMHL14,
author = {Daniel Geschwender and
Frank Hutter and
Lars Kotthoff and
Yuri Malitsky and
Holger H. Hoos and
Kevin Leyton{-}Brown},
editor = {Panos M. Pardalos and
Mauricio G. C. Resende and
Chrysafis Vogiatzis and
Jose L. Walteros},
title = {Algorithm Configuration in the Cloud: {A} Feasibility Study},
booktitle = {Learning and Intelligent Optimization - 8th International Conference,
Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {8426},
pages = {41--46},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09584-4\_5},
doi = {10.1007/978-3-319-09584-4\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/GeschwenderHKMHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/GentK14,
author = {Ian P. Gent and
Lars Kotthoff},
title = {Recomputation.org: Experiences of Its First Year and Lessons Learned},
booktitle = {Proceedings of the 7th {IEEE/ACM} International Conference on Utility
and Cloud Computing, {UCC} 2014, London, United Kingdom, December
8-11, 2014},
pages = {968--973},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/UCC.2014.158},
doi = {10.1109/UCC.2014.158},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ucc/GentK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2014metasel,
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Carlos Soares and
Lars Kotthoff},
title = {Proceedings of the International Workshop on Meta-learning and Algorithm
Selection co-located with 21st European Conference on Artificial Intelligence,
MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1201},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1201},
urn = {urn:nbn:de:0074-1201-9},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/2014metasel.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ArabasBGGHHHKKMPPRR14,
author = {Sylwester Arabas and
Michael R. Bareford and
Ian P. Gent and
Benjamin M. Gorman and
Masih Hajiarabderkani and
Tristan Henderson and
Luke Hutton and
Alexander Konovalov and
Lars Kotthoff and
Ciaran McCreesh and
Ruma R. Paul and
Karen E. Petrie and
Abdul Razaq and
Dani{\"{e}}l Reijsbergen},
title = {An Open and Reproducible Paper on Openness and Reproducibility of
Papers in Computational Science},
journal = {CoRR},
volume = {abs/1408.2123},
year = {2014},
url = {http://arxiv.org/abs/1408.2123},
eprinttype = {arXiv},
eprint = {1408.2123},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ArabasBGGHHHKKMPPRR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13,
author = {Vikas Agrawal and
Christopher Archibald and
Mehul Bhatt and
Hung Bui and
Diane J. Cook and
Juan Cort{\'{e}}s and
Christopher W. Geib and
Vibhav Gogate and
Hans W. Guesgen and
Dietmar Jannach and
Michael Johanson and
Kristian Kersting and
George Dimitri Konidaris and
Lars Kotthoff and
Martin Michalowski and
Sriraam Natarajan and
Barry O'Sullivan and
Marc Pickett and
Vedran Podobnik and
David Poole and
Lokendra Shastri and
Amarda Shehu and
Gita Sukthankar},
title = {The {AAAI-13} Conference Workshops},
journal = {{AI} Mag.},
volume = {34},
number = {4},
pages = {9},
year = {2013},
url = {https://doi.org/10.1609/aimag.v34i4.2511},
doi = {10.1609/AIMAG.V34I4.2511},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AgrawalABBCCGGGJJKKKMNOPPPSSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/AkgunFGHJKMN13,
author = {Ozgur Akgun and
Alan M. Frisch and
Ian P. Gent and
Bilal Syed Hussain and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel and
Peter Nightingale},
editor = {Christian Schulte},
title = {Automated Symmetry Breaking and Model Selection in Conjure},
booktitle = {Principles and Practice of Constraint Programming - 19th International
Conference, {CP} 2013, Uppsala, Sweden, September 16-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8124},
pages = {107--116},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40627-0\_11},
doi = {10.1007/978-3-642-40627-0\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/AkgunFGHJKMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/MehtaOKM13,
author = {Deepak Mehta and
Barry O'Sullivan and
Lars Kotthoff and
Yuri Malitsky},
title = {Lazy Branching for Constraint Satisfaction},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {1012--1019},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.152},
doi = {10.1109/ICTAI.2013.152},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/MehtaOKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Kotthoff13,
author = {Lars Kotthoff},
title = {{LLAMA:} Leveraging Learning to Automatically Manage Algorithms},
journal = {CoRR},
volume = {abs/1306.1031},
year = {2013},
url = {http://arxiv.org/abs/1306.1031},
eprinttype = {arXiv},
eprint = {1306.1031},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Kotthoff13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HurleyKMO13,
author = {Barry Hurley and
Lars Kotthoff and
Yuri Malitsky and
Barry O'Sullivan},
title = {Proteus: {A} Hierarchical Portfolio of Solvers and Transformations},
journal = {CoRR},
volume = {abs/1306.5606},
year = {2013},
url = {http://arxiv.org/abs/1306.5606},
eprinttype = {arXiv},
eprint = {1306.5606},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HurleyKMO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Kotthoff13a,
author = {Lars Kotthoff},
title = {Ranking Algorithms by Performance},
journal = {CoRR},
volume = {abs/1311.4319},
year = {2013},
url = {http://arxiv.org/abs/1311.4319},
eprinttype = {arXiv},
eprint = {1311.4319},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Kotthoff13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Kotthoff12,
author = {Lars Kotthoff},
title = {On algorithm selection, with an application to combinatorial search
problems},
school = {University of St Andrews, {UK}},
year = {2012},
url = {https://hdl.handle.net/10023/2841},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Kotthoff12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/KotthoffGM12,
author = {Lars Kotthoff and
Ian P. Gent and
Ian Miguel},
title = {An evaluation of machine learning in algorithm selection for search
problems},
journal = {{AI} Commun.},
volume = {25},
number = {3},
pages = {257--270},
year = {2012},
url = {https://doi.org/10.3233/AIC-2012-0533},
doi = {10.3233/AIC-2012-0533},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/KotthoffGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/DistlerJKK12,
author = {Andreas Distler and
Christopher Jefferson and
Tom Kelsey and
Lars Kotthoff},
editor = {Michela Milano},
title = {The Semigroups of Order 10},
booktitle = {Principles and Practice of Constraint Programming - 18th International
Conference, {CP} 2012, Qu{\'{e}}bec City, QC, Canada, October
8-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7514},
pages = {883--899},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33558-7\_63},
doi = {10.1007/978-3-642-33558-7\_63},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/DistlerJKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Kotthoff12,
author = {Lars Kotthoff},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Hybrid Regression-Classification Models for Algorithm Selection},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {480--485},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-480},
doi = {10.3233/978-1-61499-098-7-480},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Kotthoff12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/BalasubramaniamJKMN12,
author = {Dharini Balasubramaniam and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel and
Peter Nightingale},
editor = {Martin Glinz and
Gail C. Murphy and
Mauro Pezz{\`{e}}},
title = {An automated approach to generating efficient constraint solvers},
booktitle = {34th International Conference on Software Engineering, {ICSE} 2012,
June 2-9, 2012, Zurich, Switzerland},
pages = {661--671},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICSE.2012.6227151},
doi = {10.1109/ICSE.2012.6227151},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/BalasubramaniamJKMN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-3487,
author = {Lars Kotthoff and
Tom Kelsey and
Martin McCaffery},
title = {A framework for large-scale distributed {AI} search across disconnected
heterogeneous infrastructures},
journal = {CoRR},
volume = {abs/1209.3487},
year = {2012},
url = {http://arxiv.org/abs/1209.3487},
eprinttype = {arXiv},
eprint = {1209.3487},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-3487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-3916,
author = {Thomas W. Kelsey and
Lars Kotthoff and
Christopher Jefferson and
Stephen A. Linton and
Ian Miguel and
Peter Nightingale and
Ian P. Gent},
title = {Qualitative Modelling via Constraint Programming: Past, Present and
Future},
journal = {CoRR},
volume = {abs/1209.3916},
year = {2012},
url = {http://arxiv.org/abs/1209.3916},
eprinttype = {arXiv},
eprint = {1209.3916},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-3916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-7959,
author = {Lars Kotthoff},
title = {Algorithm Selection for Combinatorial Search Problems: {A} Survey},
journal = {CoRR},
volume = {abs/1210.7959},
year = {2012},
url = {http://arxiv.org/abs/1210.7959},
eprinttype = {arXiv},
eprint = {1210.7959},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-7959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GentK11,
author = {Ian P. Gent and
Lars Kotthoff},
title = {Reliability of Computational Experiments on Virtualised Hardware},
booktitle = {{AI} for Data Center Management and Cloud Computing, Papers from the
2011 {AAAI} Workshop, San Francisco, California, USA, August 7, 2011},
series = {{AAAI} Technical Report},
volume = {{WS-11-08}},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3806},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GentK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socs/KotthoffGM11,
author = {Lars Kotthoff and
Ian P. Gent and
Ian Miguel},
editor = {Daniel Borrajo and
Maxim Likhachev and
Carlos Linares L{\'{o}}pez},
title = {A Preliminary Evaluation of Machine Learning in Algorithm Selection
for Search Problems},
booktitle = {Proceedings of the Fourth Annual Symposium on Combinatorial Search,
{SOCS} 2011, Castell de Cardona, Barcelona, Spain, July 15.16, 2011},
pages = {84--91},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/socs.v2i1.18184},
doi = {10.1609/SOCS.V2I1.18184},
timestamp = {Mon, 18 Dec 2023 04:11:03 +0100},
biburl = {https://dblp.org/rec/conf/socs/KotthoffGM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wicsa/BalasubramaniamSJKMN11,
author = {Dharini Balasubramaniam and
Lakshitha de Silva and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel and
Peter Nightingale},
title = {Dominion: An Architecture-Driven Approach to Generating Efficient
Constraint Solvers},
booktitle = {9th Working {IEEE/IFIP} Conference on Software Architecture, {WICSA}
2011, Boulder, Colorado, USA, June 20-24, 2011},
pages = {228--231},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WICSA.2011.37},
doi = {10.1109/WICSA.2011.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wicsa/BalasubramaniamSJKMN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/KelseyK11,
author = {Tom Kelsey and
Lars Kotthoff},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Exact Closest String as a Constraint Satisfaction Problem},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {1062--1071},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.113},
doi = {10.1016/J.PROCS.2011.04.113},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/procedia/KelseyK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6288,
author = {Ian P. Gent and
Lars Kotthoff},
title = {Reliability of Computational Experiments on Virtualised Hardware},
journal = {CoRR},
volume = {abs/1110.6288},
year = {2011},
url = {http://arxiv.org/abs/1110.6288},
eprinttype = {arXiv},
eprint = {1110.6288},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-6288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6290,
author = {Ian P. Gent and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel},
title = {Modelling Constraint Solver Architecture Design as a Constraint Problem},
journal = {CoRR},
volume = {abs/1110.6290},
year = {2011},
url = {http://arxiv.org/abs/1110.6290},
eprinttype = {arXiv},
eprint = {1110.6290},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-6290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/KotthoffMN10,
author = {Lars Kotthoff and
Ian Miguel and
Peter Nightingale},
editor = {David Cohen},
title = {Ensemble Classification for Constraint Solver Configuration},
booktitle = {Principles and Practice of Constraint Programming - {CP} 2010 - 16th
International Conference, {CP} 2010, St. Andrews, Scotland, UK, September
6-10, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6308},
pages = {321--329},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15396-9\_27},
doi = {10.1007/978-3-642-15396-9\_27},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/KotthoffMN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GentJKMMNP10,
author = {Ian P. Gent and
Christopher Jefferson and
Lars Kotthoff and
Ian Miguel and
Neil C. A. Moore and
Peter Nightingale and
Karen E. Petrie},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Learning When to Use Lazy Learning in Constraint Solving},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {873--878},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-873},
doi = {10.3233/978-1-60750-606-5-873},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/GentJKMMNP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1002-0134,
author = {Lars Kotthoff},
title = {Constraint solvers: An empirical evaluation of design decisions},
journal = {CoRR},
volume = {abs/1002.0134},
year = {2010},
url = {http://arxiv.org/abs/1002.0134},
eprinttype = {arXiv},
eprint = {1002.0134},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1002-0134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1002-0136,
author = {Lars Kotthoff},
title = {Dominion -- {A} constraint solver generator},
journal = {CoRR},
volume = {abs/1002.0136},
year = {2010},
url = {http://arxiv.org/abs/1002.0136},
eprinttype = {arXiv},
eprint = {1002.0136},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1002-0136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-0089,
author = {Tom Kelsey and
Lars Kotthoff},
title = {The Exact Closest String Problem as a Constraint Satisfaction Problem},
journal = {CoRR},
volume = {abs/1005.0089},
year = {2010},
url = {http://arxiv.org/abs/1005.0089},
eprinttype = {arXiv},
eprint = {1005.0089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-0089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-3502,
author = {Lars Kotthoff and
Ian P. Gent and
Ian Miguel},
title = {Using machine learning to make constraint solver implementation decisions},
journal = {CoRR},
volume = {abs/1005.3502},
year = {2010},
url = {http://arxiv.org/abs/1005.3502},
eprinttype = {arXiv},
eprint = {1005.3502},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-3502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-4326,
author = {Ian P. Gent and
Lars Kotthoff and
Ian Miguel and
Peter Nightingale},
title = {Machine learning for constraint solver design -- {A} case study for
the alldifferent constraint},
journal = {CoRR},
volume = {abs/1008.4326},
year = {2010},
url = {http://arxiv.org/abs/1008.4326},
eprinttype = {arXiv},
eprint = {1008.4326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-4326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-4328,
author = {Lars Kotthoff and
Neil C. A. Moore},
title = {Distributed solving through model splitting},
journal = {CoRR},
volume = {abs/1008.4328},
year = {2010},
url = {http://arxiv.org/abs/1008.4328},
eprinttype = {arXiv},
eprint = {1008.4328},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-4328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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