Buddhika L. Samarakoon

Inferring latent states in a network influenced by neighbor activities: An undirected generative approach

The problem of inferring the hidden state of individual nodes in social/sensor networks in which node activities affect their neighbors is growing in importance. We present an undirected generative model, a type of probabilistic model that has so far not been used for modeling latent variables influ…