2022
Neurale netwerken en hun inzet in het actuariaat
Workshop delivered during the Winter School of AG-AI in The Netherlands.
Bias, fairness and discrimination-free insurance pricing
Workshop delivered during the Summer School of AG-AI in The Netherlands.
The added value of dynamically updating motor insurance prices with telematics collected driving behavior data
Keynote delivered during EAA workshop, presenting the Henckaerts & Antonio (2022, IME) paper.
2021
Insurance pricing analytics - an academic perspective
Keynote delivered during FinTech workshop, organized for employees of the FSMA, the Financial Services and Markets Authority in Belgium.
Boosting insights in insurance tariff plans with machine learning methods
Keynote delivered during symposium organized by the University of Illinois at Urbana Champaign
2020
Boosting insights in insurance tariff plans with machine learning methods
Keynote delivered during ERGO’s data science workshop, in collaboration with TU Munich.
Assessing the impact of COVID-19 on the IA|BE 2020 mortality projections - a scenario analysis
Presentation of the Covid-19 impact analysis on the IA|BE 2020 mortality projection model.
The IA|BE 2020 mortality projection for the Belgian population
Presentation of the IA|BE 2020 mortality projection model.
Hands-on machine learning in R
Hands-on workshop teaching statistical learning methods, tree-based machine learning and deep learning methods with R.
