Concepedia

Marius Lindauer

ML

Statistics

Publications

30

Citations

2.2K

H-Index

20

Active since

2014

Affiliations

University of Freiburg(Current)

University of British Columbia

Leibniz University Hannover

University of Potsdam

Ludwig-Maximilians-Universität München

Marius Lindauer is an author at University of Freiburg specializing in computing, computer science, and machine learning.

Publications per year

2014–2024

30

Publications

30

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

Computing, Computer Science, Algorithms +14

ASlib: A benchmark library for algorithm selection

Bernd Bischl, Pascal Kerschke, Lars Kotthoff et al. · Artificial Intelligence · 2016 · 213 citations

Computing, Computer Engineering, Computer Science +9

Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL

Lucas Zimmer, Marius Lindauer, Frank Hutter · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 191 citations

Computing, Computer Engineering, Computer Science +16

AutoFolio: An Automatically Configured Algorithm Selector

Marius Lindauer, Holger H. Hoos, Frank Hutter et al. · Journal of Artificial Intelligence Research · 2015 · 102 citations · Full text

Computing, Computer Science, Algorithms +16

Best Practices for Scientific Research on Neural Architecture Search

Marius Lindauer, Frank Hutter · arXiv (Cornell University) · 2019 · 90 citations · Full text

Computing, Computer Science, Algorithms +11

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