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M

Marius Lindauer

university of freiburg

22H-index
161Paper Count
2.6KCitation Count
Published Papers 9
Publication Date
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Practitioner Motives to Use Different Hyperparameter Optimization Methods
errACM Transactions on Computer-Human Interaction
IF6.6
err2025-12-01
err1
PREAI
errKannengiesser, Niclas; Hasebrook, Niklas; Morsbach, Felix; Zoller, Marc-Andre; Franke, Jorg K. H.; Lindauer, Marius; Hutter, Frank; Sunyaev, Ali
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errSave
AutoML for multi-class anomaly compensation of sensor drift
errMEASUREMENT
IF5.6
err2025-03-01
err0
errOAAI
errSchaller, Melanie; Kruse, Mathis; Ortega, Antonio; Lindauer, Marius; Rosenhahn, Bodo
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errSave
AutoML: advanced tool for mining multivariate plant traits
errTRENDS IN PLANT SCIENCE
IF20.8
err2023-12-01
err0
PREAI
errShoaib, Mirza; Sharma, Neelesh; Kotthoff, Lars; Lindauer, Marius; Kant, Surya
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errSave
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2023-01-16
err243
errOAAI
errBischl, Bernd; Binder, Martin; Lang, Michel; Pielok, Tobias; Richter, Jakob; Coors, Stefan; Thomas, Janek; Ullmann, Theresa; Becker, Marc; Boulesteix, Anne-Laure; Deng, Difan; Lindauer, Marius
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errSave
The algorithm selection competitions 2015 and 2017
errartificial intelligence review
IF4.6
err2019-07-01
err34
errOAAI
errLindauer, Marius; van Rijn, Jan N.; Kotthoff, Lars
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errSave
Efficient benchmarking of algorithm configurators via model-based surrogates
errMACHINE LEARNING
IF2.9
err2017-12-22
err29
errOAAI
errEggensperger, Katharina; Lindauer, Marius; Hoos, Holger H.; Hutter, Frank; Leyton-Brown, Kevin
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errSave
Automatic construction of parallel portfolios via algorithm configuration
errartificial intelligence review
IF4.6
err2017-03-01
err24
errOAAI
errLindauer, Marius; Hoos, Holger; Leyton-Brown, Kevin; Schaub, Torsten
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errSave
The Configurable SAT Solver Challenge (CSSC)
errartificial intelligence review
IF4.6
err2017-02-01
err43
errOAAI
errHutter, Frank; Lindauer, Marius; Balint, Adrian; Bayless, Sam; Hoos, Holger; Leyton-Brown, Kevin
errShare
errSave
ASlib: A benchmark library for algorithm selection
errartificial intelligence review
IF4.6
err2016-08-01
err143
errOAAI
errBischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin
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errSave

Research Directions

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Co-authors
Cooperation Journals
F
Frank Hutter
H-index: 72 · Papers: 384
H
Holger H. Hoos
H-index: 70 · Papers: 381
A
Anne‐Laure Boulesteix
H-index: 62 · Papers: 262
A
Antonio Ortega
H-index: 57 · Papers: 781
K
Kevin Leyton‐Brown
H-index: 52 · Papers: 265
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