Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks

Felix Jimenez, Matthias Katzfuss

For regression tasks, standard Gaussian processes (GPs) provide natural uncertainty quantification (UQ), while deep neural networks (DNNs) excel at representation learning. Determi…