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04/20/2022
Wrapped Distributions on homogeneous Riemannian manifolds
We provide a general framework for constructing probability distribution...
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12/19/2021
Sequential Estimation of Temporally Evolving Latent Space Network Models
In this article we focus on dynamic network data which describe interact...
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09/07/2021
Latent Space Network Modelling with Continuous and Discrete Geometries
A rich class of network models associate each node with a low-dimensiona...
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06/03/2021
Gaussian Processes on Hypergraphs
We derive a Matern Gaussian process (GP) on the vertices of a hypergraph...
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09/01/2019