Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process

Ye Wang, David B. Dunson

Learning of low dimensional structure in multidimensional data is a canonical problem in machine learning. One common approach is to suppose that the observed data are close to a l…