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.