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Meinolf Sellmann
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- affiliation: Brown University, Providence, USA
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2020 – today
- 2023
- [j16]Yingqian Zhang
, Laurens Bliek
, Paulo da Costa, Reza Refaei Afshar, Robbert Reijnen, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney
, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama
, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez
, Ekhine Irurozki:
The first AI4TSP competition: Learning to solve stochastic routing problems. Artif. Intell. 319: 103918 (2023) - [e3]Meinolf Sellmann, Kevin Tierney
:
Learning and Intelligent Optimization - 17th International Conference, LION 17, Nice, France, June 4-8, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14286, Springer 2023, ISBN 978-3-031-44504-0 [contents] - 2022
- [j15]Carlos Ansótegui, Josep Pon
, Meinolf Sellmann
:
Boosting evolutionary algorithm configuration. Ann. Math. Artif. Intell. 90(7-9): 715-734 (2022) - [c69]Meinolf Sellmann, Tapan Shah:
Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection. ICMLA 2022: 782-787 - [c68]Fynn Schmitt-Ulms, André Hottung, Meinolf Sellmann, Kevin Tierney:
Learning to Solve a Stochastic Orienteering Problem with Time Windows. LION 2022: 108-122 - [i3]Laurens Bliek
, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang
, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki:
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. CoRR abs/2201.10453 (2022) - 2021
- [j14]Meinolf Sellmann, Bart Selman:
Zeitenwende - Turn of Eras. AI Mag. 42(1): 3-5 (2021) - [c67]Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney:
Learning to Optimize Black-Box Functions with Extreme Limits on the Number of Function Evaluations. LION 2021: 7-24 - [c66]Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney
:
PyDGGA: Distributed GGA for Automatic Configuration. SAT 2021: 11-20 - [i2]Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney:
Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations. CoRR abs/2103.10321 (2021) - 2020
- [c65]Margarita P. Castro
, Meinolf Sellmann, Zhaoyuan Yang, Nurali Virani:
Empirical Confidence Models for Supervised Machine Learning. Canadian AI 2020: 105-117 - [c64]Meinolf Sellmann, Kevin Tierney
:
Hyper-parameterized Dialectic Search for Non-linear Box-Constrained Optimization with Heterogenous Variable Types. LION 2020: 102-116 - [i1]Meinolf Sellmann, Tapan Shah
:
Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection. CoRR abs/2012.09608 (2020)
2010 – 2019
- 2019
- [c63]Hermann Schichl, Meinolf Sellmann:
Consensual Affine Transformations for Partial Valuation Aggregation. AAAI 2019: 2612-2619 - [c62]Stefan Kuhlemann, Meinolf Sellmann, Kevin Tierney:
Exploiting Counterfactuals for Scalable Stochastic Optimization. CP 2019: 690-708 - 2018
- [c61]Carlos Ansótegui, Meinolf Sellmann, Kevin Tierney
:
Self-configuring Cost-Sensitive Hierarchical Clustering with Recourse. CP 2018: 524-534 - [c60]Carlos Ansótegui, Britta Heymann, Josep Pon, Meinolf Sellmann, Kevin Tierney
:
Hyper-Reactive Tabu Search for MaxSAT. LION 2018: 309-325 - 2017
- [j13]Meinolf Sellmann:
Meta-Algorithms in Cognitive Computing. IEEE Intell. Syst. 32(4): 35-39 (2017) - [c59]Carlos Ansótegui, Josep Pon
, Meinolf Sellmann, Kevin Tierney:
Reactive Dialectic Search Portfolios for MaxSAT. AAAI 2017: 765-772 - [c58]Serdar Kadioglu, Meinolf Sellmann, Markus Wagner:
Learning a Reactive Restart Strategy to Improve Stochastic Search. LION 2017: 109-123 - 2016
- [j12]Carlos Ansótegui
, Joel Gabàs, Yuri Malitsky, Meinolf Sellmann:
MaxSAT by improved instance-specific algorithm configuration. Artif. Intell. 235: 26-39 (2016) - [e2]Paola Festa, Meinolf Sellmann, Joaquin Vanschoren
:
Learning and Intelligent Optimization - 10th International Conference, LION 10, Ischia, Italy, May 29 - June 1, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10079, Springer 2016, ISBN 978-3-319-50348-6 [contents] - 2015
- [c57]Hermann Schichl, Meinolf Sellmann:
Predisaster Preparation of Transportation Networks. AAAI 2015: 709-715 - [c56]Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney:
Model-Based Genetic Algorithms for Algorithm Configuration. IJCAI 2015: 733-739 - 2014
- [c55]André A. Ciré, Serdar Kadioglu, Meinolf Sellmann:
Parallel Restarted Search. AAAI 2014: 842-848 - [c54]Carlos Ansótegui, Yuri Malitsky, Meinolf Sellmann:
MaxSAT by Improved Instance-Specific Algorithm Configuration. AAAI 2014: 2594-2600 - 2013
- [c53]Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering. IJCAI 2013: 608-614 - [c52]Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction. LION 2013: 153-167 - [c51]Horst Samulowitz, Chandra Reddy, Ashish Sabharwal, Meinolf Sellmann:
Snappy: A Simple Algorithm Portfolio. SAT 2013: 422-428 - [e1]Carla P. Gomes, Meinolf Sellmann:
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 10th International Conference, CPAIOR 2013, Yorktown Heights, NY, USA, May 18-22, 2013. Proceedings. Lecture Notes in Computer Science 7874, Springer 2013, ISBN 978-3-642-38170-6 [contents] - 2012
- [c50]Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann:
Non-Model-Based Search Guidance for Set Partitioning Problems. AAAI 2012: 493-498 - [c49]Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Parallel SAT Solver Selection and Scheduling. CP 2012: 512-526 - [c48]Yuri Malitsky, Meinolf Sellmann:
Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation. CPAIOR 2012: 244-259 - [c47]Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Learning Back-Clauses in SAT - (Poster Presentation). SAT 2012: 498-499 - 2011
- [c46]Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann:
A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT. AAAI 2011: 48-53 - [c45]Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Algorithm Selection and Scheduling. CP 2011: 454-469 - [c44]Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann:
Incorporating Variance in Impact-Based Search. CP 2011: 470-477 - [c43]Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Non-Model-Based Algorithm Portfolios for SAT. SAT 2011: 369-370 - 2010
- [j11]Serdar Kadioglu, Meinolf Sellmann:
Grammar constraints. Constraints An Int. J. 15(1): 117-144 (2010) - [j10]Yuri Malitsky, Meinolf Sellmann:
Stochastic Offline Programming. Int. J. Artif. Intell. Tools 19(4): 351-371 (2010) - [c42]Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek:
Filtering Bounded Knapsack Constraints in Expected Sublinear Time. AAAI 2010: 141-146 - [c41]Siddhartha Jain, Eoin O'Mahony, Meinolf Sellmann:
A Complete Multi-valued SAT Solver. CP 2010: 281-296 - [c40]Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann:
Upper Bounds on the Number of Solutions of Binary Integer Programs. CPAIOR 2010: 203-218 - [c39]Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
:
ISAC - Instance-Specific Algorithm Configuration. ECAI 2010: 751-756
2000 – 2009
- 2009
- [j9]Pierre Flener
, Justin Pearson, Meinolf Sellmann:
Static and dynamic structural symmetry breaking. Ann. Math. Artif. Intell. 57(1): 37-57 (2009) - [j8]Pierre Flener
, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck, Magnus Ågren:
Dynamic structural symmetry breaking for constraint satisfaction problems. Constraints An Int. J. 14(4): 506-538 (2009) - [j7]Gilles Pesant, Meinolf Sellmann, Bernard Gendron:
Special issue on constraint programming. Comput. Oper. Res. 36(8): 2329 (2009) - [j6]Meinolf Sellmann:
Approximated consistency for the automatic recording constraint. Comput. Oper. Res. 36(8): 2341-2347 (2009) - [c38]Carlos Ansótegui
, Meinolf Sellmann, Kevin Tierney
:
A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms. CP 2009: 142-157 - [c37]Christopher Jefferson
, Serdar Kadioglu, Karen E. Petrie
, Meinolf Sellmann, Stanislav Zivný:
Same-Relation Constraints. CP 2009: 470-485 - [c36]Serdar Kadioglu, Meinolf Sellmann:
Dialectic Search. CP 2009: 486-500 - [c35]Meinolf Sellmann:
On Decomposing Knapsack Constraints for Length-Lex Bounds Consistency. CP 2009: 762-770 - [c34]Bistra Dilkina
, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann:
Backdoors to Combinatorial Optimization: Feasibility and Optimality. CPAIOR 2009: 56-70 - [c33]Gilles Pesant, Claude-Guy Quimper
, Louis-Martin Rousseau, Meinolf Sellmann:
The Polytope of Context-Free Grammar Constraints. CPAIOR 2009: 223-232 - [c32]Tarik Hadzic, Eoin O'Mahony, Barry O'Sullivan
, Meinolf Sellmann:
Enhanced Inference for the Market Split Problem. ICTAI 2009: 716-723 - [c31]Yuri Malitsky, Meinolf Sellmann:
Stochastic Offline Programming. ICTAI 2009: 784-791 - 2008
- [c30]Serdar Kadioglu, Meinolf Sellmann:
Efficient Context-Free Grammar Constraints. AAAI 2008: 310-316 - [c29]Meinolf Sellmann, Serdar Kadioglu:
Dichotomic Search Protocols for Constrained Optimization. CP 2008: 251-265 - [c28]Yuri Malitsky, Meinolf Sellmann, Willem Jan van Hoeve:
Length-Lex Bounds Consistency for Knapsack Constraints. CP 2008: 266-281 - [c27]Daniel S. Heller, Aurojit Panda, Meinolf Sellmann, Justin Yip:
Model Restarts for Structural Symmetry Breaking. CP 2008: 539-544 - [c26]Daniel H. Leventhal, Meinolf Sellmann:
The Accuracy of Search Heuristics: An Empirical Study on Knapsack Problems. CPAIOR 2008: 142-157 - [c25]Meinolf Sellmann:
The Polytope of Tree-Structured Binary Constraint Satisfaction Problems. CPAIOR 2008: 367-371 - 2007
- [j5]Meinolf Sellmann, Thorsten Gellermann, Robert Wright:
Cost-based Filtering for Shorter Path Constraints. Constraints An Int. J. 12(2): 207-238 (2007) - [c24]Irit Katriel, Meinolf Sellmann, Eli Upfal, Pascal Van Hentenryck:
Propagating Knapsack Constraints in Sublinear Time. AAAI 2007: 231-236 - [c23]Meinolf Sellmann, Luc Mercier, Daniel H. Leventhal:
The Linear Programming Polytope of Binary Constraint Problems with Bounded Tree-Width. CPAIOR 2007: 275-287 - 2006
- [c22]Meinolf Sellmann, Carlos Ansótegui:
Disco - Novo - GoGo: Integrating Local Search and Complete Search with Restarts. AAAI 2006: 1051-1056 - [c21]Meinolf Sellmann:
The Theory of Grammar Constraints. CP 2006: 530-544 - [c20]Pierre Flener, Justin Pearson, Meinolf Sellmann, Pascal Van Hentenryck:
Static and Dynamic Structural Symmetry Breaking. CP 2006: 695-699 - [c19]Daniel S. Heller, Meinolf Sellmann:
Dynamic Symmetry Breaking Restarted. CP 2006: 721-725 - [c18]Ionut D. Aron, Daniel H. Leventhal, Meinolf Sellmann:
A Totally Unimodular Description of the Consistent Value Polytope for Binary Constraint Programming. CPAIOR 2006: 16-28 - [c17]Claire Kenyon, Meinolf Sellmann:
Plan B: Uncertainty/Time Trade-Offs for Linear and Integer Programming. CPAIOR 2006: 126-138 - 2005
- [c16]Meinolf Sellmann:
Approximated Consistency for the Automatic Recording Problem. CP 2005: 822-826 - [c15]Thorsten Gellermann, Meinolf Sellmann, Robert Wright:
Shorter Path Constraints for the Resource Constrained Shortest Path Problem. CPAIOR 2005: 201-216 - [c14]Meinolf Sellmann, Pascal Van Hentenryck:
Structural Symmetry Breaking. IJCAI 2005: 298-303 - 2004
- [c13]Meinolf Sellmann:
The Practice of Approximated Consistency for Knapsack Constraints. AAAI 2004: 179-184 - [c12]Carla P. Gomes, Meinolf Sellmann:
Streamlined Constraint Reasoning. CP 2004: 274-289 - [c11]Meinolf Sellmann:
Theoretical Foundations of CP-Based Lagrangian Relaxation. CP 2004: 634-647 - [c10]Carla P. Gomes, Meinolf Sellmann, Cindy van Es, Harold van Es:
The Challenge of Generating Spatially Balanced Scientific Experiment Designs. CPAIOR 2004: 387-394 - 2003
- [j4]Meinolf Sellmann, Torsten Fahle:
Constraint Programming Based Lagrangian Relaxation for the Automatic Recording Problem. Ann. Oper. Res. 118(1-4): 17-33 (2003) - [c9]Meinolf Sellmann:
Approximated Consistency for Knapsack Constraints. CP 2003: 679-693 - [c8]Meinolf Sellmann:
Cost-Based Filtering for Shorter Path Constraints. CP 2003: 694-708 - [c7]Meinolf Sellmann, Norbert Sensen, Larissa Timajev:
Multicommodity Flow Approximation Used for Exact Graph Partitioning. ESA 2003: 752-764 - 2002
- [b1]Meinolf Sellmann:
Reduction techniques in constraint programming and combinatorial optimization. Paderborn University, Germany, 2002 - [j3]Torsten Fahle, Meinolf Sellmann:
Cost Based Filtering for the Constrained Knapsack Problem. Ann. Oper. Res. 115(1-4): 73-93 (2002) - [j2]Meinolf Sellmann, Kyriakos Zervoudakis, Panagiotis Stamatopoulos
, Torsten Fahle:
Crew Assignment via Constraint Programming: Integrating Column Generation and Heuristic Tree Search. Ann. Oper. Res. 115(1-4): 207-225 (2002) - [j1]Torsten Fahle, Ulrich Junker
, Stefan E. Karisch, Niklas Kohl, Meinolf Sellmann, Bo Vaaben:
Constraint Programming Based Column Generation for Crew Assignment. J. Heuristics 8(1): 59-81 (2002) - [c6]Meinolf Sellmann, Warwick Harvey:
Heuristic Constraint Propagation. CP 2002: 738-743 - [c5]Meinolf Sellmann:
An Arc-Consistency Algorithm for the Minimum Weight All Different Constraint. CP 2002: 744-749 - [c4]Meinolf Sellmann, Georg Kliewer, Achim Koberstein:
Lagrangian Cardinality Cuts and Variable Fixing for Capacitated Network Design. ESA 2002: 845-858 - 2001
- [c3]Torsten Fahle, Stefan Schamberger, Meinolf Sellmann:
Symmetry Breaking. CP 2001: 93-107 - [c2]Meinolf Sellmann, Torsten Fahle:
Coupling Variable Fixing Algorithms for the Automatic Recording Problem. ESA 2001: 134-145
1990 – 1999
- 1999
- [c1]Ulrich Junker
, Stefan E. Karisch, Niklas Kohl, Bo Vaaben, Torsten Fahle, Meinolf Sellmann:
A Framework for Constraint Programming Based Column Generation. CP 1999: 261-274
Coauthor Index
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