Published in: LIPIcs, Volume 210, 27th International Conference on Principles and Practice of Constraint Programming (CP 2021)
Théo Matricon, Marie Anastacio, Nathanaël Fijalkow, Laurent Simon, and Holger H. Hoos. Statistical Comparison of Algorithm Performance Through Instance Selection. In 27th International Conference on Principles and Practice of Constraint Programming (CP 2021). Leibniz International Proceedings in Informatics (LIPIcs), Volume 210, pp. 43:1-43:21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@InProceedings{matricon_et_al:LIPIcs.CP.2021.43, author = {Matricon, Th\'{e}o and Anastacio, Marie and Fijalkow, Nathana\"{e}l and Simon, Laurent and Hoos, Holger H.}, title = {{Statistical Comparison of Algorithm Performance Through Instance Selection}}, booktitle = {27th International Conference on Principles and Practice of Constraint Programming (CP 2021)}, pages = {43:1--43:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-211-2}, ISSN = {1868-8969}, year = {2021}, volume = {210}, editor = {Michel, Laurent D.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2021.43}, URN = {urn:nbn:de:0030-drops-153346}, doi = {10.4230/LIPIcs.CP.2021.43}, annote = {Keywords: Performance assessment, early stopping, automated reasoning solvers} }
Published in: Dagstuhl Reports, Volume 8, Issue 9 (2019)
Tijl De Bie, Luc De Raedt, Holger H. Hoos, and Padhraic Smyth. Automating Data Science (Dagstuhl Seminar 18401). In Dagstuhl Reports, Volume 8, Issue 9, pp. 154-181, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@Article{debie_et_al:DagRep.8.9.154, author = {De Bie, Tijl and De Raedt, Luc and Hoos, Holger H. and Smyth, Padhraic}, title = {{Automating Data Science (Dagstuhl Seminar 18401)}}, pages = {154--181}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2019}, volume = {8}, number = {9}, editor = {De Bie, Tijl and De Raedt, Luc and Hoos, Holger H. and Smyth, Padhraic}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.8.9.154}, URN = {urn:nbn:de:0030-drops-103443}, doi = {10.4230/DagRep.8.9.154}, annote = {Keywords: artificial intelligence, automated machine learning, automated scientific discovery, data science, inductive programming} }
Published in: Dagstuhl Reports, Volume 6, Issue 10 (2017)
Holger H. Hoos, Frank Neumann, and Heike Trautmann. Automated Algorithm Selection and Configuration (Dagstuhl Seminar 16412). In Dagstuhl Reports, Volume 6, Issue 10, pp. 33-74, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2017)
@Article{hoos_et_al:DagRep.6.10.33, author = {Hoos, Holger H. and Neumann, Frank and Trautmann, Heike}, title = {{Automated Algorithm Selection and Configuration (Dagstuhl Seminar 16412)}}, pages = {33--74}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2017}, volume = {6}, number = {10}, editor = {Hoos, Holger H. and Neumann, Frank and Trautmann, Heike}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.6.10.33}, URN = {urn:nbn:de:0030-drops-69569}, doi = {10.4230/DagRep.6.10.33}, annote = {Keywords: algorithm configuration, algorithm selection, features, machine learning, optimisation, performance prediction} }
Published in: LIPIcs, Volume 17, Technical Communications of the 28th International Conference on Logic Programming (ICLP'12) (2012)
Holger Hoos, Roland Kaminski, Torsten Schaub, and Marius Schneider. aspeed: ASP-based Solver Scheduling. In Technical Communications of the 28th International Conference on Logic Programming (ICLP'12). Leibniz International Proceedings in Informatics (LIPIcs), Volume 17, pp. 176-187, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
@InProceedings{hoos_et_al:LIPIcs.ICLP.2012.176, author = {Hoos, Holger and Kaminski, Roland and Schaub, Torsten and Schneider, Marius}, title = {{aspeed: ASP-based Solver Scheduling}}, booktitle = {Technical Communications of the 28th International Conference on Logic Programming (ICLP'12)}, pages = {176--187}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-939897-43-9}, ISSN = {1868-8969}, year = {2012}, volume = {17}, editor = {Dovier, Agostino and Santos Costa, V{\'\i}tor}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ICLP.2012.176}, URN = {urn:nbn:de:0030-drops-36208}, doi = {10.4230/LIPIcs.ICLP.2012.176}, annote = {Keywords: Algorithm Schedule, Portfolio-based Solving, Answer Set Programming} }
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