Articles with "nonasymptotic concentration" as a keyword



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Nonasymptotic Concentration Rates in Cooperative Learning–Part I: Variational Non-Bayesian Social Learning

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Published in 2022 at "IEEE Transactions on Control of Network Systems"

DOI: 10.1109/tcns.2022.3140683

Abstract: In this article, we studied the problem of cooperative inference where a group of agents interacts over a network and seeks to estimate a joint parameter that best explains a set of network-wide observationsusing local… read more here.

Keywords: network; concentration; nonasymptotic concentration; analysis ... See more keywords