Mixed Likelihood Gaussian Process Latent Variable Model

Samuel Murray, Hedvig Kjellström

We present the Mixed Likelihood Gaussian process latent variable model (GP-LVM), capable of modeling data with attributes of different types. The standard formulation of GP-LVM ass…