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Online Bayesian changepoint detection for network Poisson processes with community structure

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Network point processes often exhibit latent structure that govern the behaviour of the sub-processes. It is not always reasonable to assume that this latent structure is static, and detecting when and how this driving structure changes is often of interest. I... ...