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Distribution of Gaussian Process Arc Lengths
We fill the gap in the existing literature by deriving the moments of the arc length for a stationary GP with multiple output dimensions.
Metrics for Probabilistic Geometries
We investigate the geometrical structure of probabilistic generative dimensionality reduction models using the tools of Riemannian geometry.
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