Non-linear Multitask Learning with Deep Gaussian Processes

Ayman Boustati, Theodoros Damoulas, Richard S. Savage

We present a multi-task learning formulation for Deep Gaussian processes (DGPs), through non-linear mixtures of latent processes. The latent space is composed of private processes…