Gaussian Process Dynamical Models
Wang, Jack, Hertzmann, Aaron, Fleet, David J.
–Neural Information Processing Systems
This paper introduces Gaussian Process Dynamical Models (GPDM) for nonlinear time series analysis. A GPDM comprises a low-dimensional latent space with associated dynamics, and a map from the latent space to an observation space.
Neural Information Processing Systems
Dec-31-2006