On the causality-preservation capabilities of generative modelling

Yves-Cédric Bauwelinckx, Jan Dhaene, Tim Verdonck +1

Modeling lies at the core of both the financial and the insurance industry for a wide variety of tasks. The rise and development of machine learning and deep learning models have c…