Deep Bayesian models

Deep Gaussian Processes show non-Gaussian limits below critical threshold

Researchers have identified a critical threshold in compositional Gaussian Processes (GPs) that determines whether their behavior in deep models becomes degenerate or non-trivial. The study establishes a sharp bandwidth…