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Marc Becker
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2020 – today
- 2024
- [i4]Susanne Dandl, Marc Becker, Bernd Bischl, Giuseppe Casalicchio, Ludwig Bothmann:
mlr3summary: Concise and interpretable summaries for machine learning models. CoRR abs/2404.16899 (2024) - 2023
- [j2]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
:
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges. WIREs Data. Mining. Knowl. Discov. 13(2) (2023) - 2022
- [j1]Julia Moosbauer
, Martin Binder, Lennart Schneider
, Florian Pfisterer
, Marc Becker
, Michel Lang
, Lars Kotthoff
, Bernd Bischl
:
Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers. IEEE Trans. Evol. Comput. 26(6): 1336-1350 (2022) - 2021
- [c4]Marcel Verhoef, Sam Gerené, Alex Vorobiev, Nathanael Smiechowski, Stephan Jahnke, Jan Knippschild, Sven Weikert, Marc Becker, Stéphane Paquay, Juan Pablo Hernandez Vogt, Ivan Fontaine:
Digital Engineering Hub Pathfinder. MoDELS (Companion) 2021: 467-476 - [i3]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:
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges. CoRR abs/2107.05847 (2021) - [i2]Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning:
Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R. CoRR abs/2110.12674 (2021) - [i1]Julia Moosbauer, Martin Binder, Lennart Schneider, Florian Pfisterer, Marc Becker, Michel Lang, Lars Kotthoff, Bernd Bischl:
Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers. CoRR abs/2111.14756 (2021)
2000 – 2009
- 2006
- [p1]Marc Becker, Hans Czap:
Artificial Software Agents as Representatives of Their Human Principals in Operating-Room-Team-Forming. Multiagent Engineering 2006: 221-237 - 2005
- [c3]Marc Becker, Hans Czap, Malte Poppensieker, Alexander Stotz:
Estimating Utility-Functions for Negotiating Agents: Using Conjoint Analysis as an Alternative Approach to Expected Utility Measurement. MATES 2005: 94-105 - 2003
- [c2]Torsten O. Paulussen, Rainer Herrler, Astrid Hoffmann, Christian Heine, Marc Becker, Martin Franck, Thomas Reinke, Moritz Strasser:
Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien im Gesundheitswesen. GI Jahrestagung (1) 2003: 64-82 - [c1]Hans Czap, Marc Becker:
Multi-Agent Systems and Microeconomic Theory: A Negotiation Approach to Solve Scheduling Problems in High Dynamic Environments. HICSS 2003: 83
Coauthor Index
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