Florian Karl

According to our database, Florian Karl authored at least 8 papers between 2010 and 2024.

Collaborative distances:

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

2024

Position: A Call to Action for a Human-Centered AutoML Paradigm.

Marius Lindauer, Florian Karl, Anne Klier, Julia Moosbauer, Alexander Tornede, Andreas Müller, Frank Hutter, Matthias Feurer, Bernd Bischl

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Position: Embracing Negative Results in Machine Learning.

Florian Karl, Lukas Malte Kemeter, Gabriel Dax, Paulina Sierak

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview.

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

ACM Trans. Evol. Learn. Optim., December, 2023

2022

Multi-Objective Hyperparameter Optimization - An Overview.

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

CoRR, 2022

Efficient Automated Deep Learning for Time Series Forecasting.

Difan Deng, Florian Karl, Frank Hutter, Bernd Bischl, Marius Lindauer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2015

Reconfigurations on manufacturing resources: identification of needs and planning.

Florian Karl, Gunther Reinhart

Prod. Eng., 2015

2011

Analysis of information flows at interfaces between strategic product planning, product development and production planning to support process management - A literature based approach.

Florian G. H. Behncke, Frank Gabriel, Stefan Langer, Clemens Hepperle, Udo Lindemann, Florian Karl, Johannes Pohl, Sebastian Schindler, Gunther Reinhart, Michael F. Zaeh

Proceedings of the IEEE International Conference on Systems, 2011

2010

Cyclic influences within the production resource planning process.

Michael F. Zäh, Gunther Reinhart, Florian Karl, Sebastian Schindler, Johannes Pohl, Christoph Rimpau

Prod. Eng., 2010