Deep Gaussian Processes

Understand

In this paper we introduce deep Gaussian process (GP) models.

• Deep GPs are a deep belief network based on Gaussian process mappings.
• The data is modeled as the output of a multivariate GP.
• The inputs to that Gaussian process are then governed by another GP.