On latent position inference from doubly stochastic messaging activities

26 May 2012Nam H. LeeJordan YoderMinh TangCarey E Priebe

We model messaging activities as a hierarchical doubly stochastic point process with three main levels, and develop an iterative algorithm for inferring actors' relative latent positions from a stream of messaging activity data. Each of the message-exchanging actors is modeled as a process in a latent space... (read more)

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