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Perfect sampling from spatial mixing

We introduce a new perfect sampling technique that can be applied to general Gibbs distributions and runs in linear time if the correlation decays faster than the neighborhood growth. In particular, in graphs with subexponential neighborhood growth like [Formula: see text] , our algorithm achieves l...

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Detalles Bibliográficos
Autores principales: Feng, Weiming, Guo, Heng, Yin, Yitong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9790483/
https://www.ncbi.nlm.nih.gov/pubmed/36589253
http://dx.doi.org/10.1002/rsa.21079