Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models

Théo Galy-Fajou, Florian Wenzel, Manfred Opper

Abstract: We propose automated augmented conjugate inference, a new inference method for non-conjugate Gaussian processes (GP) models.Our method automatically constructs an auxiliary variable augmentation th...