Weighted-Sum of Gaussian Process Latent Variable Models

James Odgers, Ruby Sedgwick, Chrysoula Kappatou +2

This work develops a Bayesian non-parametric approach to signal separation where the signals may vary according to latent variables. Our key contribution is to augment Gaussian Pro…