Lars Kotthoff - Google Scholar Citations

Cited by

	All	Since 2014
Citations	1386	1260
h-index	14	13
i10-index	25	19

340

170

255

20102011201220132014201520162017201820198 29 34 38 84 103 167 209 335 339

Co-authors

Ian GentProfessor of Computer Science, St Andrews UniversityVerified email at st-andrews.ac.uk
Ian MiguelUniversity of St AndrewsVerified email at st-andrews.ac.uk
Holger HoosLeiden University, The Netherlands & University of British Columbia, CanadaVerified email at liacs.nl
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Bernd BischlHead of "Computational Statistics" Group, LMU MunichVerified email at stat.uni-muenchen.de
Peter NightingaleUniversity of YorkVerified email at york.ac.uk
Christopher JeffersonUniversity of St AndrewsVerified email at st-andrews.ac.uk
Joaquin VanschorenEindhoven University of TechnologyVerified email at tue.nl
Barry O'SullivanDirector, Insight Centre for Data Analytics; Professor, University College Cork, IrelandVerified email at insight-centre.org
Kevin Leyton-BrownProfessor of Computer Science, University of British Columbia; Canada CIFAR AI Chair, AmiiVerified email at cs.ubc.ca
Yuri MalitskyIBM ResearchVerified email at us.ibm.com
Jakob RichterPh.D. Candidate, TU DortmundVerified email at statistik.tu-dortmund.de
Michel LangTU DortmundVerified email at statistik.tu-dortmund.de
Giuseppe CasalicchioLMU MünchenVerified email at campus.lmu.de
Zachary M. JonesUniversity of WashingtonVerified email at uw.edu
Barry HurleyUniversity College CorkVerified email at 4c.ucc.ie
Pascal KerschkeUniversity of MünsterVerified email at uni-muenster.de
Tom KelseyProfessor of Health Data Science, University of St AndrewsVerified email at st-andrews.ac.uk
Marius LindauerUniversity of Freiburg/HannoverVerified email at tnt.uni-hannover.de
Alexandre FréchettePhD Student, University of British ColumbiaVerified email at cs.ubc.ca

Lars Kotthoff

University of Wyoming

Verified email at uwyo.edu - Homepage


Title	Cited by	Year
mlr: Machine Learning in R B Bischl, M Lang, L Kotthoff, J Schiffner, J Richter, E Studerus, ... The Journal of Machine Learning Research 17 (1), 5938-5942, 2016	268*	2016
Algorithm selection for combinatorial search problems: A survey L Kotthoff Data Mining and Constraint Programming, 149-190, 2016	211	2016
Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA L Kotthoff, C Thornton, HH Hoos, F Hutter, K Leyton-Brown The Journal of Machine Learning Research 18 (1), 826-830, 2017	177	2017
An evaluation of machine learning in algorithm selection for search problems L Kotthoff, IP Gent, I Miguel AI Communications 25 (3), 257-270, 2012	87*	2012
Aslib: A benchmark library for algorithm selection B Bischl, P Kerschke, L Kotthoff, M Lindauer, Y Malitsky, A Fréchette, ... Artificial Intelligence 237, 41-58, 2016	84	2016
Package ‘FSelector’ P Romanski, L Kotthoff, ML Kotthoff Repository CRAN, 2018	79*	2018
Proteus: A hierarchical portfolio of solvers and transformations B Hurley, L Kotthoff, Y Malitsky, B O’Sullivan International Conference on AI and OR Techniques in Constriant Programming …, 2014	47	2014
Automated Machine Learning-Methods, Systems, Challenges F Hutter, L Kotthoff, J Vanschoren Automated Machine Learning, 2019	37	2019
Improving the state of the art in inexact TSP solving using per-instance algorithm selection L Kotthoff, P Kerschke, H Hoos, H Trautmann International Conference on Learning and Intelligent Optimization, 202-217, 2015	32	2015
LLAMA: leveraging learning to automatically manage algorithms L Kotthoff arXiv preprint arXiv:1306.1031, 2013	32	2013
Learning When to Use Lazy Learning in Constraint Solving. IP Gent, C Jefferson, L Kotthoff, I Miguel, NCA Moore, P Nightingale, ... ECAI, 873-878, 2010	32	2010
Automated symmetry breaking and model selection in Conjure O Akgun, AM Frisch, IP Gent, BS Hussain, C Jefferson, L Kotthoff, I Miguel, ... International Conference on Principles and Practice of Constraint …, 2013	23	2013
Portfolios of subgraph isomorphism algorithms L Kotthoff, C McCreesh, C Solnon International Conference on Learning and Intelligent Optimization, 107-122, 2016	20	2016
Ensemble classification for constraint solver configuration L Kotthoff, I Miguel, P Nightingale International Conference on Principles and Practice of Constraint …, 2010	18	2010
The semigroups of order 10 A Distler, C Jefferson, T Kelsey, L Kotthoff International Conference on Principles and Practice of Constraint …, 2012	14	2012
Constraint solvers: An empirical evaluation of design decisions L Kotthoff arXiv preprint arXiv:1002.0134, 2010	14	2010
An automated approach to generating efficient constraint solvers D Balasubramaniam, C Jefferson, L Kotthoff, I Miguel, P Nightingale Proceedings of the 34th International Conference on Software Engineering …, 2012	12	2012
The ICON challenge on algorithm selection L Kotthoff, B Hurley, B O'Sullivan AI Magazine 38 (2), 91-93, 2017	11	2017
Using the shapley value to analyze algorithm portfolios A Fréchette, L Kotthoff, T Michalak, T Rahwan, HH Hoos, K Leyton-Brown Thirtieth AAAI Conference on Artificial Intelligence, 2016	11	2016
Reliability of computational experiments on virtualised hardware L Kotthoff Journal of Experimental & Theoretical Artificial Intelligence 26 (1), 33-49, 2014	11*	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors