Prof. Dr. Maximilian Coblenz
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Maximilian Coblenz is professor for Business Information Systems at the Ludwigshafen Unversity for Business and Society where he teaches Data Science, Analytics, and Big Data. He received his PhD in Statistics from Karlsruhe Institute of Technology in 2018 and worked in various sectors ranging from banking and IT consulting to telecommunication.
Contact
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Prof. Dr. Maximilian Coblenz
Ludwigshafen University of Business and Society
Department of Services and Consulting
Building B, Room 315
Ernst-Boehe-Str. 4
67059 Ludwigshafen
0621 5203 416
maximilian.coblenz@hwg-lu.de
Prof. Dr. Maximilian Coblenz
Publications
Basic Research
My research comprises modeling of high-dimensional data with copulas as well as machine learning, particularly neural nets and autoencoders. Moreover, I research application opportunities for copulas in machine learning. Furthermore, I am interested in Statistics, Data Science, simulation, and statistical methods for small samples.
Application related Research
To date, I conducted research projects with an application focus to engineering (e.g., hydrology, jet engines). I am generally interested in applications of copulas to any scientific domain.
Special Expertise
Basic Research
- Machine Learning (ML): Representation Learning, Artificial Neural Network (ANN), Unsupervised Learning, Generative Models, Density Estimation