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Publications of "Lars Kotthoff" ( http://dblp.L3S.de/Authors/Lars_Kotthoff )

URL (Homepage):  http://www.cs.uwyo.edu/~larsko/  Author page on DBLP  Author page in RDF  Community of Lars Kotthoff in ASPL-2

Publication years (Num. hits)
2010-2012 (22) 2013-2014 (19) 2015-2016 (21) 2017-2019 (19)
Publication types (Num. hits)
article(36) book(2) incollection(6) inproceedings(32) phdthesis(1) proceedings(4)
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Found 82 publication records. Showing 81 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Marius Lindauer, Jan N. van Rijn, Lars Kotthoff The algorithm selection competitions 2015 and 2017. Search on Bibsonomy Artif. Intell. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi Transfer Learning for Performance Modeling of Deep Neural Network Systems. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Frank Hutter, Lars Kotthoff, Joaquin Vanschoren (eds.) Automated Machine Learning - Methods, Systems, Challenges Search on Bibsonomy 2019 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi Transfer Learning for Performance Modeling of Deep Neural Network Systems. Search on Bibsonomy OpML The full citation details ... 2019 DBLP  BibTeX  RDF
1Jöran Beel, Lars Kotthoff Proposal for the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR). Search on Bibsonomy ECIR (2) The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jöran Beel, Lars Kotthoff (eds.) 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. Search on Bibsonomy AMIR@ECIR The full citation details ... 2019 DBLP  BibTeX  RDF
1Lars Kotthoff Hands-On Session with ASlib. Search on Bibsonomy AMIR@ECIR The full citation details ... 2019 DBLP  BibTeX  RDF
1Joeran Beel, Lars Kotthoff Preface: The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR). Search on Bibsonomy AMIR@ECIR The full citation details ... 2019 DBLP  BibTeX  RDF
1Pascal Kerschke, Lars Kotthoff, Jakob Bossek, Holger H. Hoos, Heike Trautmann Leveraging TSP Solver Complementarity through Machine Learning. Search on Bibsonomy Evolutionary Computation The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Marius Lindauer, Jan N. van Rijn, Lars Kotthoff The Algorithm Selection Competition Series 2015-17. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Stefano Bistarelli, Lars Kotthoff, Francesco Santini 0001, Carlo Taticchi Containerisation and Dynamic Frameworks in ICCMA'19. Search on Bibsonomy SAFA@COMMA The full citation details ... 2018 DBLP  BibTeX  RDF
1Hans Degroote, Patrick De Causmaecker, Bernd Bischl, Lars Kotthoff A Regression-Based Methodology for Online Algorithm Selection. Search on Bibsonomy SOCS The full citation details ... 2018 DBLP  BibTeX  RDF
1Lars Kotthoff, Alexandre Fréchette, Tomasz P. Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown Quantifying Algorithmic Improvements over Time. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Lars Kotthoff, Barry Hurley 0001, Barry O'Sullivan The ICON Challenge on Algorithm Selection. Search on Bibsonomy AI Magazine The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Fawcett, Lars Kotthoff, Holger H. Hoos Hot-Rodding the Browser Engine: Automatic Configuration of JavaScript Compilers. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis The Inductive Constraint Programming Loop. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Marius Lindauer, Jan N. van Rijn, Lars Kotthoff Open Algorithm Selection Challenge 2017: Setup and Scenarios. Search on Bibsonomy OASC The full citation details ... 2017 DBLP  BibTeX  RDF
1Bernd Bischl, Michel Lang, Lars Kotthoff, Julia Schiffner, Jakob Richter, Erich Studerus, Giuseppe Casalicchio, Zachary M. Jones mlr: Machine Learning in R. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A benchmark library for algorithm selection. Search on Bibsonomy Artif. Intell. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff mlr Tutorial. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis The Inductive Constraint Programming Loop. Search on Bibsonomy Data Mining and Constraint Programming The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Christian Bessiere, Luc De Raedt, Lars Kotthoff, Siegfried Nijssen, Barry O'Sullivan, Dino Pedreschi (eds.) Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach Search on Bibsonomy 2016 DBLP  DOI  BibTeX  RDF
1Barry Hurley 0001, Lars Kotthoff, Barry O'Sullivan, Helmut Simonis ICON Loop Health Show Case. Search on Bibsonomy Data Mining and Constraint Programming The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Mirco Nanni, Lars Kotthoff, Riccardo Guidotti, Barry O'Sullivan, Dino Pedreschi ICON Loop Carpooling Show Case. Search on Bibsonomy Data Mining and Constraint Programming The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff Algorithm Selection for Combinatorial Search Problems: A Survey. Search on Bibsonomy Data Mining and Constraint Programming The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Barry Hurley 0001, Lars Kotthoff, Yuri Malitsky, Deepak Mehta, Barry O'Sullivan Advanced Portfolio Techniques. Search on Bibsonomy Data Mining and Constraint Programming The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Ciaran McCreesh, Christine Solnon Portfolios of Subgraph Isomorphism Algorithms. Search on Bibsonomy LION The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Alexandre Fréchette, Lars Kotthoff, Tomasz P. Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown Using the Shapley Value to Analyze Algorithm Portfolios. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Hans Degroote, Bernd Bischl, Lars Kotthoff, Patrick De Causmaecker Reinforcement Learning for Automatic Online Algorithm Selection - an Empirical Study. Search on Bibsonomy ITAT The full citation details ... 2016 DBLP  BibTeX  RDF
1Frank Hutter, Lars Kotthoff, Joaquin Vanschoren (eds.) 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 Search on Bibsonomy AutoML@ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Lars Kotthoff ICON Challenge on Algorithm Selection. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A Benchmark Library for Algorithm Selection. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Neil P. Chue Hong, Tom Crick, Ian P. Gent, Lars Kotthoff, Kenji Takeda Top Tips to Make Your Research Irreproducible. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis The Inductive Constraint Programming Loop. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Lars Kotthoff On Algorithm Selection, with an application to combinatorial search problems. Search on Bibsonomy Constraints The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joaquin Vanschoren, Pavel Brazdil, Christophe G. Giraud-Carrier, Lars Kotthoff (eds.) 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. Search on Bibsonomy MetaSel@PKDD/ECML The full citation details ... 2015 DBLP  BibTeX  RDF
1Lars Kotthoff, Pascal Kerschke, Holger H. Hoos, Heike Trautmann Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection. Search on Bibsonomy LION The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Mirco Nanni, Riccardo Guidotti, Barry O'Sullivan Find Your Way Back: Mobility Profile Mining with Constraints. Search on Bibsonomy CP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff Reliability of computational experiments on virtualised hardware. Search on Bibsonomy J. Exp. Theor. Artif. Intell. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff Algorithm Selection for Combinatorial Search Problems: A Survey. Search on Bibsonomy AI Magazine The full citation details ... 2014 DBLP  BibTeX  RDF
1Sylwester Arabas, Michael R. Bareford, Ian P. Gent, Benjamin M. Gorman, Masih Hajiarabderkani, Tristan Henderson, Luke Hutton, Alexander Konovalov 0001, Lars Kotthoff, Ciaran McCreesh, Ruma R. Paul, Karen E. Petrie, Abdul Razaq, Daniël Reijsbergen An Open and Reproducible Paper on Openness and Reproducibility of Papers in Computational Science. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Thomas W. Kelsey, Lars Kotthoff, Christopher Jefferson, Stephen A. Linton, Ian Miguel, Peter Nightingale, Ian P. Gent Qualitative modelling via constraint programming. Search on Bibsonomy Constraints The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Barry Hurley 0001, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan Proteus: A Hierarchical Portfolio of Solvers and Transformations. Search on Bibsonomy CPAIOR The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Tom Kelsey, Martin McCaffery, Lars Kotthoff Web-Scale Distributed eScience AI Search across Disconnected and Heterogeneous Infrastructures. Search on Bibsonomy eScience The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff Ranking Algorithms by Performance. Search on Bibsonomy LION The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Daniel Geschwender, Frank Hutter, Lars Kotthoff, Yuri Malitsky, Holger H. Hoos, Kevin Leyton-Brown Algorithm Configuration in the Cloud: A Feasibility Study. Search on Bibsonomy LION The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff Towards an Algorithm Selection Standard: Data Format and Tools. Search on Bibsonomy MetaSel@ECAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Joaquin Vanschoren, Pavel Brazdil, Carlos Soares, Lars Kotthoff (eds.) 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. Search on Bibsonomy MetaSel@ECAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Ian P. Gent, Lars Kotthoff Recomputation.org: Experiences of Its First Year and Lessons Learned. Search on Bibsonomy UCC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Ian P. Gent, Bilal Syed Hussain, Christopher Jefferson, Lars Kotthoff, Ian Miguel, Glenna F. Nightingale, Peter Nightingale Discriminating Instance Generation for Automated Constraint Model Selection. Search on Bibsonomy CP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Peter George Johnson, Tina Balke, Lars Kotthoff Integrating Optimisation And Agent-Based Modelling. Search on Bibsonomy ECMS The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Vikas Agrawal, Christopher Archibald, Mehul Bhatt, Hung Hai Bui, Diane J. Cook, Juan Cortés, Christopher W. Geib, Vibhav Gogate, Hans W. Guesgen, Dietmar Jannach, Michael Johanson, Kristian Kersting, George Dimitri Konidaris, Lars Kotthoff, Martin Michalowski, Sriraam Natarajan, Barry O'Sullivan, Marc Pickett, Vedran Podobnik, David Poole 0001, Lokendra Shastri, Amarda Shehu, Gita Sukthankar The AAAI-13 Conference Workshops. Search on Bibsonomy AI Magazine The full citation details ... 2013 DBLP  BibTeX  RDF
1Lars Kotthoff LLAMA: Leveraging Learning to Automatically Manage Algorithms. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Lars Kotthoff Ranking Algorithms by Performance. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Barry Hurley 0001, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan Proteus: A Hierarchical Portfolio of Solvers and Transformations. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Deepak Mehta, Barry O'Sullivan, Lars Kotthoff, Yuri Malitsky Lazy Branching for Constraint Satisfaction. Search on Bibsonomy ICTAI The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ozgur Akgun, Alan M. Frisch, Ian P. Gent, Bilal Syed Hussain, Christopher Jefferson, Lars Kotthoff, Ian Miguel, Peter Nightingale Automated Symmetry Breaking and Model Selection in Conjure. Search on Bibsonomy CP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Ian P. Gent, Ian Miguel An evaluation of machine learning in algorithm selection for search problems. Search on Bibsonomy AI Commun. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Thomas W. Kelsey, Lars Kotthoff, Christopher Jefferson, Stephen A. Linton, Ian Miguel, Peter Nightingale, Ian P. Gent Qualitative Modelling via Constraint Programming: Past, Present and Future Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Lars Kotthoff, Tom Kelsey, Martin McCaffery A framework for large-scale distributed AI search across disconnected heterogeneous infrastructures Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Lars Kotthoff Algorithm Selection for Combinatorial Search Problems: A Survey Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Lars Kotthoff Hybrid Regression-Classification Models for Algorithm Selection. Search on Bibsonomy ECAI The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Andreas Distler, Christopher Jefferson, Tom Kelsey, Lars Kotthoff The Semigroups of Order 10. Search on Bibsonomy CP The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Dharini Balasubramaniam, Christopher Jefferson, Lars Kotthoff, Ian Miguel, Peter Nightingale An automated approach to generating efficient constraint solvers. Search on Bibsonomy ICSE The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff On algorithm selection, with an application to combinatorial search problems. Search on Bibsonomy 2012   RDF
1Tom Kelsey, Lars Kotthoff Exact Closest String as a Constraint Satisfaction Problem. Search on Bibsonomy ICCS The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Ian P. Gent, Lars Kotthoff Reliability of Computational Experiments on Virtualised Hardware Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Ian P. Gent, Christopher Jefferson, Lars Kotthoff, Ian Miguel Modelling Constraint Solver Architecture Design as a Constraint Problem Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Dharini Balasubramaniam, Lakshitha de Silva, Christopher Jefferson, Lars Kotthoff, Ian Miguel, Peter Nightingale Dominion: An Architecture-Driven Approach to Generating Efficient Constraint Solvers. Search on Bibsonomy WICSA The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Ian P. Gent, Lars Kotthoff Reliability of Computational Experiments on Virtualised Hardware. Search on Bibsonomy AI for Data Center Management and Cloud Computing The full citation details ... 2011 DBLP  BibTeX  RDF
1Lars Kotthoff, Ian P. Gent, Ian Miguel A Preliminary Evaluation of Machine Learning in Algorithm Selection for Search Problems. Search on Bibsonomy SOCS The full citation details ... 2011 DBLP  BibTeX  RDF
1Tom Kelsey, Lars Kotthoff The Exact Closest String Problem as a Constraint Satisfaction Problem Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Lars Kotthoff, Ian P. Gent, Ian Miguel Using machine learning to make constraint solver implementation decisions Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Lars Kotthoff Dominion -- A constraint solver generator Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Lars Kotthoff Constraint solvers: An empirical evaluation of design decisions Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Lars Kotthoff, Neil C. A. Moore Distributed solving through model splitting Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Ian P. Gent, Lars Kotthoff, Ian Miguel, Peter Nightingale Machine learning for constraint solver design -- A case study for the alldifferent constraint Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Ian P. Gent, Christopher Jefferson, Lars Kotthoff, Ian Miguel, Neil C. A. Moore, Peter Nightingale, Karen E. Petrie Learning When to Use Lazy Learning in Constraint Solving. Search on Bibsonomy ECAI The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Ian Miguel, Peter Nightingale Ensemble Classification for Constraint Solver Configuration. Search on Bibsonomy CP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
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