Implicit Gaussian process representation of vector fields over arbitrary latent manifolds

Robert L. Peach, Matteo Vinao-Carl, Nir Grossman +6

Gaussian processes (GPs) are popular nonparametric statistical models for learning unknown functions and quantifying the spatiotemporal uncertainty in data. Recent works have exten…