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* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#TStuetzle|Thomas Stützle]] ('''2007'''). ''[https://dl.acm.org/citation.cfm?id=1619831 Automatic Algorithm Configuration Based on Local Search]''. [[Conferences#AAAI-2007|AAAI 2007]], [https://www.cs.ubc.ca/~hutter/papers/aaai07_param_ils.pdf pdf]
* [[Frank Hutter]] ('''2009'''). ''Automating the Configuration of Algorithms for Solving Hard Computational Problems''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_British_Columbia University of British Columbia], supervisors [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] and [[Mathematician#KPMurphy|Kevin P. Murphy]], [https://www.cs.ubc.ca/~hutter/papers/Hutter09PhD.pdf pdf]
* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]], [[Mathematician#TStuetzle|Thomas Stützle]] ('''2009'''). ''[https://www.jair.org/index.php/jair/article/view/10628 ParamILS: An Automatic Algorithm Configuration Framework]''. [https://en.wikipedia.org/wiki/Journal_of_Artificial_Intelligence_Research JAIR], Vol. 36, [https://arxiv.org/ftp/arxiv/papers/1401/1401.3492.pdf pdf]
==2010 ...==
* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]], [[Mathematician#KPMurphy|Kevin P. Murphy]] ('''2010'''). ''[https://dl.acm.org/citation.cfm?id=1893694 Time-Bounded Sequential Parameter Optimization]''. [https://dblp.org/db/conf/lion/lion2010.html LION 2010], [https://ml.informatik.uni-freiburg.de/papers/10-LION-TB-SPO.pdf pdf]
* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] ('''2010'''). ''[https://link.springer.com/article/10.1007/s10472-010-9191-0 Tradeoffs in the empirical evaluation of competing algorithm designs]''. [https://link.springer.com/journal/10472/60/1 Annals of Mathematics and Artificial Intelligence, Vol. 60, Nos. 1-2], [https://www.cs.ubc.ca/~hoos/Publ/HutEtAl10d-preprint.pdf pdf]* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] ('''2011'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-25566-3_40 Sequential Model-Based Optimization for General Algorithm Configuration]''. [https://dblp.org/db/conf/lion/lion2011.html LION 2011], [https://ml.informatik.uni-freiburg.de/papers/11-LION5-SMAC.pdf pdf]* [[Chris Thornton]], [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] ('''2012'''). ''Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms''. [https://arxiv.org/abs/1208.3719 arXiv:1208.3719]
* [[Frank Hutter]], [https://scholar.google.ca/citations?user=lTcTyjUAAAAJ&hl=en Lin Xu], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] ('''2012'''). ''Algorithm Runtime Prediction: Methods & Evaluation''. [https://arxiv.org/abs/1211.0906 arXiv:1211.0906]
* [[Frank Hutter]], [[Mathematician#HHHoos|Holger H. Hoos]], [[Mathematician#LeytonBrown|Kevin Leyton-Brown]] ('''2013'''). ''Bayesian Optimization With Censored Response Data''. [https://arxiv.org/abs/1310.1947 arXiv:1310.1947]
* [http://aad.informatik.uni-freiburg.de/people/hutter/index.html Frank Hutter]
* [https://www.brainlinks-braintools.uni-freiburg.de/de/ueber-uns/wissenschaftler/profil-hutter/ Frank Hutter - Learning Optimization Automated Algorithm Design]
* [https://github.com/frank-hutter frank-hutter (Frank) · GitHub]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=139131 Frank Hutter - The Mathematics Genealogy Project]
* [https://www.cs.ubc.ca/~hutter/ Frank Hutter: Home] (old UBC page)
* [[Frank Hutter]] - [https://www.youtube.com/watch?v=OR-IKyP4ZpI Automatic Machine Learning], [https://nips.cc/Conferences/2017 NIPS 2017], [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=OR-IKyP4ZpI|alignment=left|valignment=top}}
=References=
[[Category:Researcher|Hutter]]
[[Category:Mathematician|Hutter]]
[[Category:Videos|Hutter]]
