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ORCIDMarius Lindauer
Person information
- affiliation (since 2019): Leibniz University Hannover, Institute of Information Processing, Germany
- affiliation (2014-2019): University of Freiburg, Machine Learning Lab, Germany
- affiliation (PhD 2015): University of Potsdam, Institute of Computer Science, Germany
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2020 – today
- 2020
[c23]André Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer:
Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework. ECAI 2020: 427-434- [c22]Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter:
Learning Step-Size Adaptation in CMA-ES. PPSN (1) 2020: 691-706 - [i22]David Speck
, André Biedenkapp, Frank Hutter, Robert Mattmüller, Marius Lindauer:
Learning Heuristic Selection with Dynamic Algorithm Configuration. CoRR abs/2006.08246 (2020) - [i21]Lucas Zimmer, Marius Lindauer, Frank Hutter:
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL. CoRR abs/2006.13799 (2020) - [i20]Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter:
Prior-guided Bayesian Optimization. CoRR abs/2006.14608 (2020) - [i19]Matthias Feurer, Katharina Eggensperger, Stefan Falkner, Marius Lindauer, Frank Hutter:
Auto-Sklearn 2.0: The Next Generation. CoRR abs/2007.04074 (2020) - [i18]Katharina Eggensperger, Kai Haase, Philipp Müller, Marius Lindauer, Frank Hutter:
Neural Model-based Optimization with Right-Censored Observations. CoRR abs/2009.13828 (2020) - [i17]Noor H. Awad, Gresa Shala, Difan Deng, Neeratyoy Mallik, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Diederick Vermetten, Hao Wang, Carola Doerr, Marius Lindauer, Frank Hutter:
Squirrel: A Switching Hyperparameter Optimizer. CoRR abs/2012.08180 (2020)
2010 – 2019
- 2019
- [j12]Marius Lindauer, Jan N. van Rijn, Lars Kotthoff:
The algorithm selection competitions 2015 and 2017. Artif. Intell. 272: 86-100 (2019) - [j11]Katharina Eggensperger, Marius Lindauer, Frank Hutter:
Pitfalls and Best Practices in Algorithm Configuration. J. Artif. Intell. Res. 64: 861-893 (2019) - [c21]Marius Lindauer:
Automated Algorithm Selection - Predict which algorithm to use! AMIR@ECIR 2019: 10 - [c20]Marius Lindauer:
Hands-On Automated Machine Learning Tools: Auto-Sklearn and Auto-PyTorch. AMIR@ECIR 2019: 72 - [c19]Lior Fuks, Noor H. Awad, Frank Hutter, Marius Lindauer:
An Evolution Strategy with Progressive Episode Lengths for Playing Games. IJCAI 2019: 1234-1240 - [p2]Hector Mendoza, Aaron Klein, Matthias Feurer, Jost Tobias Springenberg, Matthias Urban, Michael Burkart, Maximilian Dippel, Marius Lindauer, Frank Hutter:
Towards Automatically-Tuned Deep Neural Networks. Automated Machine Learning 2019: 135-149 - [i16]André Biedenkapp, H. Furkan Bozkurt, Frank Hutter, Marius Lindauer:
Towards White-box Benchmarks for Algorithm Control. CoRR abs/1906.07644 (2019) - [i15]Marius Lindauer, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Frank Hutter:
Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters. CoRR abs/1908.06674 (2019) - [i14]Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Joshua Marben, Philipp Müller, Frank Hutter:
BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters. CoRR abs/1908.06756 (2019) - [i13]Marius Lindauer, Frank Hutter:
Best Practices for Scientific Research on Neural Architecture Search. CoRR abs/1909.02453 (2019) - 2018
- [j10]Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter:
A case study of algorithm selection for the traveling thief problem. J. Heuristics 24(3): 295-320 (2018) - [j9]Katharina Eggensperger, Marius Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown:
Efficient benchmarking of algorithm configurators via model-based surrogates. Mach. Learn. 107(1): 15-41 (2018) - [c18]Marius Lindauer, Frank Hutter:
Warmstarting of Model-Based Algorithm Configuration. AAAI 2018: 1355-1362 - [c17]Katharina Eggensperger, Marius Lindauer, Frank Hutter:
Neural Networks for Predicting Algorithm Runtime Distributions. IJCAI 2018: 1442-1448 - [c16]Andre Biedenkapp, Joshua Marben, Marius Lindauer, Frank Hutter:
CAVE: Configuration Assessment, Visualization and Evaluation. LION 2018: 115-130 - [p1]Marius Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown:
Selection and Configuration of Parallel Portfolios. Handbook of Parallel Constraint Reasoning 2018: 583-615 - [i12]Marius Lindauer, Jan N. van Rijn, Lars Kotthoff:
The Algorithm Selection Competition Series 2015-17. CoRR abs/1805.01214 (2018) - 2017
- [j8]Frank Hutter, Marius Lindauer, Adrian Balint, Sam Bayless, Holger H. Hoos, Kevin Leyton-Brown:
The Configurable SAT Solver Challenge (CSSC). Artif. Intell. 243: 1-25 (2017) - [j7]Marius Lindauer, Holger H. Hoos, Kevin Leyton-Brown, Torsten Schaub:
Automatic construction of parallel portfolios via algorithm configuration. Artif. Intell. 244: 272-290 (2017) - [c15]Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger H. Hoos:
Efficient Parameter Importance Analysis via Ablation with Surrogates. AAAI 2017: 773-779 - [c14]Markus Wagner, Tobias Friedrich, Marius Lindauer:
Improving local search in a minimum vertex cover solver for classes of networks. CEC 2017: 1704-1711 - [c13]Marius Lindauer, Frank Hutter, Holger H. Hoos, Torsten Schaub:
AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract). IJCAI 2017: 5025-5029 - [i11]Marius Lindauer, Jan N. van Rijn, Lars Kotthoff:
Open Algorithm Selection Challenge 2017: Setup and Scenarios. OASC 2017: 1-7 - [i10]Katharina Eggensperger, Marius Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown:
Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates. CoRR abs/1703.10342 (2017) - [i9]Katharina Eggensperger, Marius Lindauer, Frank Hutter:
Pitfalls and Best Practices in Algorithm Configuration. CoRR abs/1705.06058 (2017) - [i8]Marius Lindauer, Frank Hutter:
Warmstarting of Model-based Algorithm Configuration. CoRR abs/1709.04636 (2017) - [i7]Katharina Eggensperger, Marius Lindauer, Frank Hutter:
Predicting Runtime Distributions using Deep Neural Networks. CoRR abs/1709.07615 (2017) - 2016
- [j6]Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren:
ASlib: A benchmark library for algorithm selection. Artif. Intell. 237: 41-58 (2016) - [c12]Marius Lindauer, Rolf-David Bergdoll, Frank Hutter:
An Empirical Study of Per-instance Algorithm Scheduling. LION 2016: 253-259 - [c11]Norbert Manthey, Marius Lindauer:
SpyBug: Automated Bug Detection in the Configuration Space of SAT Solvers. SAT 2016: 554-561 - [i6]Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter:
A case study of algorithm selection for the traveling thief problem. CoRR abs/1609.00462 (2016) - 2015
- [j5]Marius Lindauer, Holger H. Hoos, Frank Hutter, Torsten Schaub:
AutoFolio: An Automatically Configured Algorithm Selector. J. Artif. Intell. Res. 53: 745-778 (2015) - [j4]Holger H. Hoos, Roland Kaminski, Marius Lindauer, Torsten Schaub:
aspeed: Solver scheduling via answer set programming. Theory Pract. Log. Program. 15(1): 117-142 (2015) - [c10]Marius Lindauer, Holger H. Hoos, Frank Hutter, Torsten Schaub:
AutoFolio: Algorithm Configuration for Algorithm Selection. AAAI Workshop: Algorithm Configuration 2015 - [c9]Marius Lindauer, Holger H. Hoos, Frank Hutter:
From Sequential Algorithm Selection to Parallel Portfolio Selection. LION 2015: 1-16 - [c8]Stefan Falkner, Marius Lindauer, Frank Hutter:
SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers. SAT 2015: 215-222 - [e1]Frank Hutter, Marius Lindauer, Yuri Malitsky:
Algorithm Configuration, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January 26, 2015. AAAI Workshops WS-15-01, AAAI Press 2015, ISBN 978-1-57735-712-4 [contents] - [i5]Stefano V. Albrecht, J. Christopher Beck, David L. Buckeridge, Adi Botea, Cornelia Caragea, Chi-Hung Chi, Theodoros Damoulas, Bistra Dilkina, Eric Eaton, Pooyan Fazli, Sam Ganzfried, Marius Lindauer, Marlos C. Machado, Yuri Malitsky, Gary Marcus, Sebastiaan A. Meijer, Francesca Rossi, Arash Shaban-Nejad, Sylvie Thiébaux, Manuela M. Veloso, Toby Walsh, Can Wang, Jie Zhang, Yu Zheng:
Reports from the 2015 AAAI Workshop Program. AI Mag. 36(2): 90-101 (2015) - [i4]Frank Hutter, Marius Lindauer, Adrian Balint, Sam Bayless, Holger H. Hoos, Kevin Leyton-Brown:
The Configurable SAT Solver Challenge (CSSC). CoRR abs/1505.01221 (2015) - [i3]Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren:
ASlib: A Benchmark Library for Algorithm Selection. CoRR abs/1506.02465 (2015) - 2014
- [j3]Holger H. Hoos, Marius Lindauer, Torsten Schaub:
claspfolio 2: Advances in Algorithm Selection for Answer Set Programming. Theory Pract. Log. Program. 14(4-5): 569-585 (2014) - [c7]Frank Hutter, Manuel López-Ibáñez, Chris Fawcett, Marius Lindauer, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle:
AClib: A Benchmark Library for Algorithm Configuration. LION 2014: 36-40 - [i2]Holger H. Hoos, Roland Kaminski, Marius Lindauer, Torsten Schaub:
Solver Scheduling via Answer Set Programming. CoRR abs/1401.1024 (2014) - [i1]Holger H. Hoos, Marius Lindauer, Torsten Schaub:
claspfolio 2: Advances in Algorithm Selection for Answer Set Programming. CoRR abs/1405.1520 (2014) - 2013
- [c6]Holger H. Hoos, Benjamin Kaufmann, Torsten Schaub, Marius Schneider:
Robust Benchmark Set Selection for Boolean Constraint Solvers. LION 2013: 138-152 - [c5]Martin Gebser, Holger Jost, Roland Kaminski, Philipp Obermeier, Orkunt Sabuncu, Torsten Schaub, Marius Schneider:
Ricochet Robots: A Transverse ASP Benchmark. LPNMR 2013: 348-360 - 2012
- [c4]Bryan Silverthorn, Yuliya Lierler, Marius Schneider:
Surviving Solver Sensitivity: An ASP Practitioner's Guide. ICLP (Technical Communications) 2012: 164-175 - [c3]Holger H. Hoos, Roland Kaminski, Torsten Schaub, Marius Schneider:
aspeed: ASP-based Solver Scheduling. ICLP (Technical Communications) 2012: 176-187 - [c2]Marius Schneider, Holger H. Hoos:
Quantifying Homogeneity of Instance Sets for Algorithm Configuration. LION 2012: 190-204 - 2011
- [j2]Martin Gebser, Benjamin Kaufmann, Roland Kaminski, Max Ostrowski, Torsten Schaub, Marius Schneider:
Potassco: The Potsdam Answer Set Solving Collection. AI Commun. 24(2): 107-124 (2011) - [j1]Maximilian Möller, Marius Schneider, Martin Wegner, Torsten Schaub:
Centurio, a General Game Player: Parallel, Java- and ASP-based. Künstliche Intell. 25(1): 17-24 (2011) - [c1]Martin Gebser, Roland Kaminski, Benjamin Kaufmann, Torsten Schaub, Marius Thomas Schneider, Stefan Ziller:
A Portfolio Solver for Answer Set Programming: Preliminary Report. LPNMR 2011: 352-357
Coauthor Index
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