Dr. Lena Schmid
Phone: +49 231 755 90373
LogistikCampus, Room A3.06
Joseph-von-Fraunhofer-Strasse 2-4
44227 Dortmund
- Machine Learning (Theory and Application)
- Time Series Analysis
- Mathematical Statistics
- Six-Sigma-Methode (Summer 2024)
- Wahrscheinlichkeitstheorie (Winter 2020/21)
- Six-Sigma-Methode (Summer 2020)
- Statistische Verfahren (Winter 2019/20)
- Fallstudien I (Winter 2019/20)
- Seminar "Deep Learning in Logistics" (Summer 2019)
- Statistische Verfahren im Qualitätsmanagement (Summer 2019)
Research Experience
- Since Apr. 2019: Research Assistant at the Department of Statistics
Studies
- Dr. rer. nat (Statistics): TU Dortmund University, 2024. Dissertation: Statistical Analyses of Tree-based Ensembles.
- M.Sc. (Mathematics): Ulm University, 2018. Master's thesis: Consistency of Random Forests with Application to Facebook Data
- B.Sc. (Mathematics): Ulm University, 2016. Bachelor's thesis: Modelling Backbones of Shortest Path Trees in Iterated Random Tessellations.