Amortized Variational Inference for Deep Gaussian Processes

Qiuxian Meng, Yongyou Zhang

Gaussian processes (GPs) are Bayesian nonparametric models for function approximation with principled predictive uncertainty estimates. Deep Gaussian processes (DGPs) are multilaye…