Search Results - "approximate message-passing algorithm"
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Community Detection With Contextual Multilayer Networks
ISSN: 0018-9448, 1557-9654Published: New York IEEE 01.05.2023Published in IEEE transactions on information theory (01.05.2023)“… (MMSE) for estimating the common community structure in the balanced two block case using an orchestrated approximate message passing algorithm…”
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The Overlap Gap Property and Approximate Message Passing Algorithms for \(p\)-spin models
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 26.11.2019Published in arXiv.org (26.11.2019)“…We consider the algorithmic problem of finding a near ground state (near optimal solution) of a \(p\)-spin model. We show that for a class of algorithms…”
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Multimodal data integration and cross-modal querying via orchestrated approximate message passing
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 24.08.2024Published in arXiv.org (24.08.2024)“… Under a dependent multifactor model, we develop a fully data-driven orchestrated approximate message passing algorithm for integrating information across these feature sets to achieve statistically…”
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