Scalable Heteroskedastic Gaussian Process Models for Large Inhomogeneous Datasets

K. Potter, K. R. Moran, R. Ulrich +5

We introduce Heteroskedastic Normalized Vecchia Gaussian Processes (HetNV), a scalable framework for Gaussian process regression with input-dependent observation noise. HetNV combi…