Bayesian nonparametrics for sparse dynamic networks

In this paper we propose a Bayesian nonparametric approach to modelling sparse time-varying networks. A positive parameter is associated to each node of a network, which models the sociability of that node. Sociabilities are assumed to evolve over time, and are modelled via a dynamic point process m...

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Bibliographic Details
Main Authors: Naik, C, Caron, F, Rousseau, J, Teh, YW, Palla, K
Format: Conference item
Language:English
Published: Springer Nature 2023