Profile of Renate Ernst

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.