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Variational Gaussian Process State-Space Models.
Fast variational learning in state-space Gaussian process models
Spatio-temporal variational Gaussian processes (NeurIPS 2021)
Approximate Gaussian Variance Inference for State-Space Models
Localized Active Learning of Gaussian Process State Space Models
AABI 2020: Factorized GP-VAE
AI Webinar: State Space Gaussian Processes with Non-Gaussian Likelihood
Variational Gaussian approximation of the Kushner optimal filter
Dual parameterization of sparse variational Gaussian processes
Numerics of ML 5 -- State-Space Models -- Jonathan Schmidt
Simo Särkkä: State Space Representation of Gaussian Process
Asynchronous Distributed Variational Gaussian Process for Regression