Marc Becker

According to our database, Marc Becker authored at least 15 papers between 2003 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

mlr3mbo: Bayesian Optimization in R.

Marc Becker, Lennart Schneider, Martin Binder, Lars Kotthoff, Bernd Bischl

CoRR, March, 2026

2025

mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.

Sebastian Fischer, John Zobolas, Raphael Sonabend, Marc Becker, Michel Lang, Martin Binder, Lennart Schneider, Lukas Burk, Patrick Schratz, Byron C. Jaeger, Stephen A. Lauer, Lorenz A. Kapsner, Maximilian Mücke, Zezhi Wang, Damir Pulatov, Keenan Ganz, Henri Funk, Liana Harutyunyan, Pierre Camilleri, Philipp Kopper, Andreas Bender, Baisu Zhou, Niko German, Lona Koers, Anna Nazarova, Bernd Bischl

J. Open Source Softw., December, 2025

mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.

Sebastian Fischer, John Zobolas, Raphael Sonabend, Marc Becker, Michel Lang, Martin Binder, Lennart Schneider, Lukas Burk, Patrick Schratz, Byron C. Jaeger, Stephen A. Lauer, Lorenz A. Kapsner, Maximilian Mücke, Zezhi Wang, Damir Pulatov, Keenan Ganz, Henri Funk, Liana Harutyunyan, Pierre Camilleri, Philipp Kopper, Andreas Bender, Baisu Zhou, Niko German, Lona Koers, Anna Nazarova, Bernd Bischl

Dataset, November, 2025

Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data.

John Zobolas, Anne-Marie George, Alberto López, Sebastian Fischer, Marc Becker, Tero Aittokallio

CoRR, September, 2025

2024

mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in <i>R</i>.

Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning

J. Stat. Softw., 2024

mlr3summary: Concise and interpretable summaries for machine learning models.

Susanne Dandl, Marc Becker, Bernd Bischl, Giuseppe Casalicchio, Ludwig Bothmann

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023

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

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

WIREs Data. Mining. Knowl. Discov., 2023

2022

Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers.

Julia Moosbauer, Martin Binder, Lennart Schneider, Florian Pfisterer, Marc Becker, Michel Lang, Lars Kotthoff, Bernd Bischl

IEEE Trans. Evol. Comput., 2022

2021

Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R.

Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning

CoRR, 2021

Digital Engineering Hub Pathfinder.

Marcel Verhoef, Sam Gerené, Alex Vorobiev, Nathanael Smiechowski, Stephan Jahnke, Jan Knippschild, Sven Weikert, Marc Becker, Stéphane Paquay, Juan Pablo Hernandez Vogt, Ivan Fontaine

Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2021

2006

Artificial Software Agents as Representatives of Their Human Principals in Operating-Room-Team-Forming.

Marc Becker, Hans Czap

Proceedings of the Multiagent Engineering, Theory and Applications in Enterprises., 2006

2005

Estimating Utility-Functions for Negotiating Agents: Using Conjoint Analysis as an Alternative Approach to Expected Utility Measurement.

Marc Becker, Hans Czap, Malte Poppensieker, Alexander Stotz

Proceedings of the Multiagent System Technologies, Third German Conference, 2005

2003

Agent Based Scheduling of Operation Theatres.

Marc Becker, Karl-Heinz Krempels, Martí Navarro, Andriy Panchenko

Res. Comput. Sci., 2003

Multi-Agent Systems and Microeconomic Theory: A Negotiation Approach to Solve Scheduling Problems in High Dynamic Environments.

Hans Czap, Marc Becker

Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien im Gesundheitswesen.

Torsten O. Paulussen, Rainer Herrler, Astrid Hoffmann, Christian Heine, Marc Becker, Martin Franck, Thomas Reinke, Moritz Strasser

Proceedings of the 33. Jahrestagung der Gesellschaft für Informatik, Innovative Informatikanwendungen, INFORMATIK 2003, Frankfurt am Main, Germany, September 29, 2003