Katrien Antonio

Katrien Antonio

professor in actuarial science and insurance analytics

KU Leuven

University of Amsterdam

I am a professor in actuarial science and insurance analytics at KU Leuven and (part-time) associate professor at University of Amsterdam in the Netherlands. I love teaching at all levels of higher education and enjoy creating engaging materials (e.g. videos, presentations, research papers) for sharing data-driven insights.


  • actuarial science
  • insurance data analysis
  • statistical learning
  • machine learning
  • teaching in higher education


  • PhD in Mathematics, 2007

    KU Leuven, Belgium

  • MSc in Mathematics, 2003

    KU Leuven; Belgium

  • BSc in Mathematics, 2001

    KU Leuven, Belgium


Recent Publications

Social network analytics for supervised fraud detection in insurance

Insurance fraud occurs when policyholders file claims that are exaggerated or based on intentional damages. This contribution develops …

Talks / Workshops

Boosting insights in insurance tariff plans with machine learning methods

Keynote delivered during ERGO’s data science workshop, in collaboration with TU Munich.