Efficient state-space inference of periodic latent force models

Latent force models (LFM) are principled approaches to incorporating solutions to differential equations within non-parametric inference methods. Unfortunately, the development and application of LFMs can be inhibited by their computational cost, especially when closed-form solutions for the LFM are...

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Bibliographic Details
Main Authors: Reece, S. (Author), Roberts, S. (Author), Ghosh, Siddhartha (Author), Rogers, Alex (Author), Jennings, Nicholas R. (Author)
Format: Article
Language:English
Published: 2014-07.
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