Causality is a central concept in a wide range of research areas, yet there is still no
universally agreed axiomatisation of causality. We view causality both as an extension of …

This thesis is composed of two broad strands of research. The first part of the thesis will
discuss causality, with focus on a novel, measure-theoretic axiomatisation thereof, and the …

In using machine learning to train predictive models, training data often under-specify
solutions due to limited sample size and/or the lack of diversity in samples. When selecting a …