Room: Phone: Fax: E-Mail: Office hours: |
01/263 (ReWi I) +49 6131 39 - 22061 +49 6131 39 - 22185 briesch@uni-mainz.de Tuesday 10 a.m. - 11 a.m. |
Contents
Research Interests
- Genetic Programming (GP)
- Program Synthesis
- Machine Learning
- Deep Learning
Teaching
- "Entwicklung betrieblicher Informationssysteme" - since WS 2020/21
- "Intelligent Information Systems" (FB03) – since SS 2020
CV
- Since 03/2020: Research Assistant at the Chair of Information Systems and Business Administration, Prof. Dr. Franz Rothlauf
- 2017 - 2020: Master of Science Management (JGU Mainz)
- 2014 - 2017: Bachelor of Science "Wirtschaftswissenschaften" (JGU Mainz)
Publications
2023
Sobania, D., Briesch, M., Röchner, P., & Rothlauf, F. (2023). MTGP: Combining Metamorphic Testing and Genetic Programming. In Lecture Notes in Computer Science (pp. 324-338). Springer Nature Switzerland. DOI
2022
Briesch, M., Sobania, D., & Rothlauf, F. (2022). The Randomness of Input Data Spaces is an A Priori Predictor for Generalization (Vols 13404, pp. 17-30). DOI
Sobania, D., Briesch, M., & Rothlauf, F. (2022). Choose Your Programming Copilot A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO’22), 1019-1027. DOI
Sobania, D., Briesch, M., Wittenberg, D., & Rothlauf, F. (2022, July 9). Analyzing optimized constants in genetic programming on a real-world regression problem. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’22: Genetic and Evolutionary Computation Conference. DOI