Distribution of Gaussian process arc lengths

We present the first treatment of the arc length of the Gaussian Process (gp) with more than a single output dimension. Gps are commonly used for tasks such as trajectory modelling, where path length is a crucial quantity of interest. Previously, only paths in one dimension have been considered, wit...

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Bibliographic Details
Main Authors: Bewsher, J, Tosi, A, Osborne, M, Roberts, S
Format: Conference item
Published: Proceedings of Machine Learning Research 2017