Our ad-hoc adaptive estimation procedure for the probability distribution of a continuous random variable is based upon the Shannon-Jaynes maximum entropy concept and uses regression techniques or the ...

To predict the energy yield of residential solar PV fleets based on limited information, Dutch researchers developed a ...

Inspired by the theory of nonparametric estimation, we propose a probability distribution-based approach to overcome this drawback by learning a mapping from the manifold of high-dimensional SPD ...