Scalable Modeling of Spatiotemporal Data using the Variational Autoencoder: an Application in Glaucoma

Samuel I. Berchuck, Felipe A. Medeiros, Sayan Mukherjee

As big spatial data becomes increasingly prevalent, classical spatiotemporal (ST) methods often do not scale well. While methods have been developed to account for high-dimensional…