Workshop delivered during the Winter School of AG-AI in The Netherlands.
Workshop delivered during the Summer School of AG-AI in The Netherlands.
Keynote delivered during EAA workshop, presenting the Henckaerts & Antonio (2022, IME) paper.
Keynote delivered during FinTech workshop, organized for employees of the FSMA, the Financial Services and Markets Authority in Belgium.
Keynote delivered during symposium organized by the University of Illinois at Urbana Champaign
Introducing the basics of machine learning in R covering machine learning foundations, GLMs, GAMs, regression trees, random forests, gradient boosting machines and neural networks.
Insurance pricing with GLMs, GAMs and tree-based machine learning methods, construction of a GLM as a global surrogate for a more complex predictive model, the distRforest and maidrr packages