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