About

I am a PhD student at the working group for Computational Statistics at the Ludwig-Maximilians-University Munich (LMU) in cooperation with the Fraunhofer ADA Center, working on Automatic Machine Learning and Model-Based Optimization.

I hold a Bachelor's Degree (B.Sc.) as well as a Master's Degree (M.Sc.) in Mathematics from Technische Universität München.

Contact

Fraunhofer-Arbeitsgruppe für Supply Chain Services SCS

Adalbertstraße 16

D-80799 München

Phone: +49 911 58061 9503

florian.karl [at] iis.fraunhofer.de

Research Interests

• Automated Machine Learning
• Multi-Objective Optimization
• Model-Based Optimization
• Time Series Problems
• Partial and Ordinary Differential Equations

You Can Find me on

• Google Scholar
• ADA Lovelace Center

References

1. Karl F, Pielok T, Moosbauer J, Pfisterer F, Coors S, Binder M, Schneider L, Thomas J, Richter J, Lang M, Garrido-Merchán EC, Branke J, Bischl B (2023) Multi-Objective Hyperparameter Optimization in Machine Learning – An Overview. ACM Transactions on Evolutionary Learning and Optimization 3, 1–50.
2. Deng D, Karl F, Hutter F, Bischl B, Lindauer M (2022) Efficient Automated Deep Learning for Time Series Forecasting Joint European Conference on Machine Learning and Knowledge Discovery in Databases,
   link .