Katrien Antonio

professor in actuarial science and insurance analytics

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.

Interests

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

Education

PhD in Mathematics, 2007

KU Leuven, Belgium
MSc in Mathematics, 2003

KU Leuven; Belgium
BSc in Mathematics, 2001

KU Leuven, Belgium

“I love developing engaging teaching materials tailor made to the audience. Visit my projects to see some examples of recent in company trainings on machine learning. "

see projects

“Great professor, interesting labs, homeworks are well designed and are really useful in order to understand the concepts from the course.”

see teaching

“What really stood out was the extra effort put into this course to make sure it wouldn’t lack quality due to the online lectures.”

see teaching

“Katrien and her team have once again been able to present a complex problem in a very clear way.”

see projects

Lately

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 …

María Óskarsdóttir, Waqas Ahmed, Katrien Antonio, Bart Baesens, Rémi Dendievel, Tom Donas, Tom Reynkens

PDF Source Document

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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.

Dec 3, 2020 9:45 AM — 11:00 AM Online keynote

Katrien Antonio

slides

Boosting insights in insurance tariff plans with machine learning methods

See all talks