Fields of Activity/Competences
- Probabilistic machine learning algorithms for conspicuity detection
- Interpretability and explainability of machine learning algorithms
- Modeling and simulation of pension products
- Moderation and support of strategy processes
- Actuary (DAV) und Certified Actuarial Data Scientist (CADS)
Publications
Major publications
- Ernst, R.:
Counterfactual generating Variational Autoencoder for Anomaly Detection.
Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral Consortium co-located with the 2nd World Conference on eXplainable Artificial Intelligence, (2024). - Ernst geb. Wegner, R.:
Rahmenbedingungen.
Essay in the Practical Handbook of Life Insurance Mathematics, (2019). - Wegner, R.:
Numerics of non-linear Black-Scholes equations. Construction, analysis and simulation.
Diploma thesis, Karlsruher Institut für Technologie (KIT), 2014.