Florian Karl

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 6

Top Topics

Multiobjective Optimization

Conflicting Objectives

Top Venues

ACM Trans. Evol. Learn. Optim.

Publications

Marius Lindauer, Florian Karl, Anne Klier, Julia Moosbauer, Alexander Tornede, Andreas Mueller, Frank Hutter, Matthias Feurer, Bernd Bischl
Position: A Call to Action for a Human-Centered AutoML Paradigm. CoRR (2024)
Florian Karl, Lukas Malte Kemeter, Gabriel Dax, Paulina Sierak
Position: Embracing Negative Results in Machine Learning. CoRR (2024)
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
Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview. ACM Trans. Evol. Learn. Optim. 3 (4) (2023)
Difan Deng, Florian Karl, Frank Hutter, Bernd Bischl, Marius Lindauer
Efficient Automated Deep Learning for Time Series Forecasting. CoRR (2022)
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
Multi-Objective Hyperparameter Optimization - An Overview. CoRR (2022)
Difan Deng, Florian Karl, Frank Hutter, Bernd Bischl, Marius Lindauer
Efficient Automated Deep Learning for Time Series Forecasting. ECML/PKDD (3) (2022)
Florian Karl, Gunther Reinhart
Reconfigurations on manufacturing resources: identification of needs and planning. Prod. Eng. 9 (3) (2015)
Florian G. H. Behncke, Frank Gabriel, Stefan Langer, Clemens Hepperle, Udo Lindemann, Florian Karl, Johannes Pohl, Sebastian Schindler, Gunther Reinhart, Michael F. Zaeh
Analysis of information flows at interfaces between strategic product planning, product development and production planning to support process management - A literature based approach. SMC (2011)
Michael F. Zäh, Gunther Reinhart, Florian Karl, Sebastian Schindler, Johannes Pohl, Christoph Rimpau
Cyclic influences within the production resource planning process. Prod. Eng. 4 (4) (2010)