Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference

Xinyu Hu, Paul Szerlip, Theofanis Karaletsos +1

A regression-based BNN model is proposed to predict spatiotemporal quantities like hourly rider demand with calibrated uncertainties. The main contributions of this paper are (i) A…