SOTA GPs

Literature

Interpretable Deep Gaussian Processes with Moments - Lu et. al. (2019) - arxiv

Doubly Sparse Variational Gaussian processes - Adam et. al. (2020) - axriv

Monotonic GP Flows - Ustyuzhaninov & Kazlauskaite et. al. (2020) - arxiv

Sparse Orthogonal Variational Inference for Gaussian Processes - Shi et. al. (2020) - arxiv

A Framework forInterdomain and Multioutput Gaussian Processes - Van der Wilk et. al. (2020) - arxiv

Deep Structured Mixtures of Gaussian Processes - Trapp et. al. (2020) - arxiv