Stochastic Portfolio Theory: A Machine Learning Perspective

Yves-Laurent Kom Samo, Alexander Vervuurt

In this paper we propose a novel application of Gaussian processes (GPs) to financial asset allocation. Our approach is deeply rooted in Stochastic Portfolio Theory (SPT), a stocha…