Convolutional Normalizing Flows for Deep Gaussian Processes

Haibin Yu, Dapeng Liu, Yizhou Chen +2

Deep Gaussian processes (DGPs), a hierarchical composition of GP models, have successfully boosted the expressive power of their single-layer counterpart. However, it is impossible…