Lukas Burk

About

I started as a PhD student at the Chair of Statistical Learning and Data Science at LMU Munich in April 2021. I am also part of the Emmy Noether Junior Research Group: Beyond Prediction at Leibniz Institute for Prevention Research and Epidemiology - BIPS in Bremen.

Before my current position, I finished my M. Sc. in Medical Biometry/Biostatistics in Bremen.

Contact

Since I live in and work from Bremen, I don’t have a physical adress at LMU. E-Mail is fine though.

Institut für Statistik

Ludwig-Maximilians-Universität München

Ludwigstraße 33

D-80539 München

lukas.burk [at] stat.uni-muenchen.de

You Can Find me on

• lukasburk.de
• GitHub: @jemus42
• ORCID
• Google Scholar
• Mattermost

References

1. Burk L, Bender A, Wright MN (2025) High-Dimensional Variable Selection With Competing Events Using Cooperative Penalized Regression. Biometrical Journal 67, e70036.
2. Coyle-Asbil HJ, Burk L, Brandes M, Brandes B, Buck C, Wright MN, Vallis LA (2024) Energy Expenditure Prediction in Preschool Children: A Machine Learning Approach Using Accelerometry and External Validation. Physiological Measurement 45, 095015.
3. Burk L, Zobolas J, Bischl B, Bender A, Wright MN, Sonabend R (2024) A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data.
   link | pdf.
4. Sonabend R, Zobolas J, Kopper P, Burk L, Bender A (2024) Examining Properness in the External Validation of Survival Models with Squared and Logarithmic Losses.
   link | pdf.
5. Sonabend R, Pfisterer F, Mishler A, Schauer M, Burk L, Mukherjee S, Vollmer S (2022) Flexible Group Fairness Metrics for Survival Analysis.