Marc Becker

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 7

Top Topics

Learning Models

Video Summaries

Stochastic Search

Sentence Extraction

Top Venues

IEEE Trans. Evol. Comput.

WIREs Data. Mining. Knowl. Discov.

MoDELS (Companion)

Publications

Susanne Dandl, Marc Becker, Bernd Bischl, Giuseppe Casalicchio, Ludwig Bothmann
mlr3summary: Concise and interpretable summaries for machine learning models. CoRR (2024)
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)
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) (2022)
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 (2021)
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 (2021)
Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning
Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R. CoRR (2021)
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)
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)
Hans Czap, Marc Becker
Multi-Agent Systems and Microeconomic Theory: A Negotiation Approach to Solve Scheduling Problems in High Dynamic Environments. HICSS (2003)
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)