Articles with "bayesian risk" as a keyword



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Dynamic Security Risk Evaluation via Hybrid Bayesian Risk Graph in Cyber-Physical Social Systems

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Published in 2018 at "IEEE Transactions on Computational Social Systems"

DOI: 10.1109/tcss.2018.2858440

Abstract: Cyber-physical social system (CPSS) plays an important role in both the modern lifestyle and business models, which significantly changes the way we interact with the physical world. The increasing influence of cyber systems and social… read more here.

Keywords: risk; bayesian risk; cyber physical; hybrid bayesian ... See more keywords
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Bayesian Risk With Bregman Loss: A Cramér–Rao Type Bound and Linear Estimation

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Published in 2022 at "IEEE Transactions on Information Theory"

DOI: 10.1109/tit.2021.3130381

Abstract: A general class of Bayesian lower bounds when the underlying loss function is a Bregman divergence is demonstrated. This class can be considered as an extension of the Weinstein–Weiss family of bounds for the mean… read more here.

Keywords: cram rao; loss; bayesian risk;