Implicit Posterior Variational Inference for Deep Gaussian Processes

Haibin Yu, Yizhou Chen, Zhongxiang Dai +2

A multi-layer deep Gaussian process (DGP) model is a hierarchical composition of GP models with a greater expressive power. Exact DGP inference is intractable, which has motivated…