Marc Becker

17 papers Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
mlr3mbo: Bayesian Optimization in R.
CoRR
Marc Becker, Lennart Schneider, Martin Binder, Lars Kotthoff, Bernd Bischl
2025 J jnl
Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data.
CoRR
John Zobolas, Anne-Marie George, Alberto López, Sebastian Fischer, Marc Becker, Tero Aittokallio
2025 J jnl
mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.
J. Open Source Softw.
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
2024 J jnl
mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in
J. Stat. Softw.
Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning
2024 — conf
mlr3summary: Concise and interpretable summaries for machine learning models.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Susanne Dandl, Marc Becker, Bernd Bischl, Giuseppe Casalicchio, Ludwig Bothmann
2024 J jnl
mlr3summary: Concise and interpretable summaries for machine learning models.
CoRR
Susanne Dandl, Marc Becker, Bernd Bischl, Giuseppe Casalicchio, Ludwig Bothmann
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
2022 J jnl
Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers.
IEEE Trans. Evol. Comput.
Julia Moosbauer, Martin Binder, Lennart Schneider, Florian Pfisterer, Marc Becker, Michel Lang, Lars Kotthoff, Bernd Bischl
2021 J jnl
Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers.
CoRR
Julia Moosbauer, Martin Binder, Lennart Schneider, Florian Pfisterer, Marc Becker, Michel Lang, Lars Kotthoff, Bernd Bischl
2021 — conf
Digital Engineering Hub Pathfinder.
MoDELS (Companion)
Marcel Verhoef, Sam Gerené, Alex Vorobiev, Nathanael Smiechowski, Stephan Jahnke, Jan Knippschild, Sven Weikert, Marc Becker, Stéphane Paquay, Juan Pablo Hernandez Vogt, Ivan Fontaine
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
2021 J jnl
Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R.
CoRR
Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning
2006 — ch.
Artificial Software Agents as Representatives of Their Human Principals in Operating-Room-Team-Forming.
Multiagent Engineering
Marc Becker, Hans Czap
2005 — conf
Estimating Utility-Functions for Negotiating Agents: Using Conjoint Analysis as an Alternative Approach to Expected Utility Measurement.
MATES
Marc Becker, Hans Czap, Malte Poppensieker, Alexander Stotz
2003 J jnl
Agent Based Scheduling of Operation Theatres.
Res. Comput. Sci.
Marc Becker, Karl-Heinz Krempels, Martí Navarro, Andriy Panchenko
2003 — conf
Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien im Gesundheitswesen.
GI Jahrestagung (1)
Torsten O. Paulussen, Rainer Herrler, Astrid Hoffmann, Christian Heine, Marc Becker, Martin Franck, Thomas Reinke, Moritz Strasser
2003 — conf
Multi-Agent Systems and Microeconomic Theory: A Negotiation Approach to Solve Scheduling Problems in High Dynamic Environments.
HICSS
Hans Czap, Marc Becker