Stefan Coors

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
AMLB: an AutoML Benchmark.
J. Mach. Learn. Res.
Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
2024 J jnl
Machine learning for spelling acquisition: How accurate is the prediction of specific spelling errors in German primary school students?
Comput. Educ. Artif. Intell.
Richard Boehme, Stefan Coors, Patrick Oster, Meike Munser-Kiefer, Sven Hilbert
2023 J jnl
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
WIREs Data. Mining. Knowl. Discov.
Bernd Bischl, Martin Binder, Michel Lang, Tobias Pielok, Jakob Richter, Stefan Coors, Janek Thomas, Theresa Ullmann, Marc Becker, Anne-Laure Boulesteix, Difan Deng, Marius Lindauer
2023 J jnl
Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview.
ACM Trans. Evol. Learn. Optim.
Florian Karl, Tobias Pielok, Julia Moosbauer, Florian Pfisterer, Stefan Coors, Martin Binder, Lennart Schneider, Janek Thomas, Jakob Richter, Michel Lang, Eduardo C. Garrido-Merchán, Jürgen Branke, Bernd Bischl
2023 — conf
Revitalize the Potential of Radiomics: Interpretation and Feature Stability in Medical Imaging Analyses through Groupwise Feature Importance.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Anna Theresa Stüber, Stefan Coors, Michael Ingrisch
2022 J jnl
AMLB: an AutoML Benchmark.
CoRR
Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
2022 J jnl
Multi-Objective Hyperparameter Optimization - An Overview.
CoRR
Florian Karl, Tobias Pielok, Julia Moosbauer, Florian Pfisterer, Stefan Coors, Martin Binder, Lennart Schneider, Janek Thomas, Jakob Richter, Michel Lang, Eduardo C. Garrido-Merchán, Jürgen Branke, Bernd Bischl
2021 J jnl
Automatic Componentwise Boosting: An Interpretable AutoML System.
CoRR
Stefan Coors, Daniel Schalk, Bernd Bischl, David Rügamer
2021 J jnl
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges.
CoRR
Bernd Bischl, Martin Binder, Michel Lang, Tobias Pielok, Jakob Richter, Stefan Coors, Janek Thomas, Theresa Ullmann, Marc Becker, Anne-Laure Boulesteix, Difan Deng, Marius Lindauer
2019 J jnl
Multi-Objective Automatic Machine Learning with AutoxgboostMC.
CoRR
Florian Pfisterer, Stefan Coors, Janek Thomas, Bernd Bischl
2019 J jnl
mlr3: A modern object-oriented machine learning framework in R.
J. Open Source Softw.
Michel Lang, Martin Binder, Jakob Richter, Patrick Schratz, Florian Pfisterer, Stefan Coors, Quay Au, Giuseppe Casalicchio, Lars Kotthoff, Bernd Bischl
2018 J jnl
Automatic Gradient Boosting.
CoRR
Janek Thomas, Stefan Coors, Bernd Bischl