Search Results for author: Thomas F. W. Nicholson

Found 1 papers, 0 papers with code

Identification of Gaussian Process State Space Models

no code implementations NeurIPS 2017 Stefanos Eleftheriadis, Thomas F. W. Nicholson, Marc Peter Deisenroth, James Hensman

To address this challenge, we impose a structured Gaussian variational posterior distribution over the latent states, which is parameterised by a recognition model in the form of a bi-directional recurrent neural network.

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