Incremental Inference of Collective Graphical Models
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DOI: 10.1109/lcsys.2020.3002731
Abstract: We consider incremental inference problems from aggregate data for collective dynamics. In particular, we address the problem of estimating the aggregate marginals of a Markov chain from noisy aggregate observations in an incremental (online) fashion.… read more here.
Keywords: collective graphical; inference; aggregate observations; inference collective ... See more keywords