Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins

C. Battistin, J. Hertz, J. Tyrcha, Y. Roudi

13 Citationer (Scopus)

Originalsprog	Engelsk
Artikelnummer	P05021
Tidsskrift	Journal of Statistical Mechanics: Theory and Experiment
Vol/bind	2015
ISSN	1742-5468
DOI	https://doi.org/10.1088/1742-5468/2015/05/P05021
Status	Udgivet - 19 maj 2015

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title = "Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins",

keywords = "cavity and replica method, disordered systems (theory), statistical inference, kinetic Ising models",

author = "C. Battistin and J. Hertz and J. Tyrcha and Y. Roudi",

year = "2015",

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doi = "10.1088/1742-5468/2015/05/P05021",

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journal = "Journal of Statistical Mechanics: Theory and Experiment",

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T1 - Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins

AU - Battistin, C.

AU - Hertz, J.

AU - Tyrcha, J.

AU - Roudi, Y.

PY - 2015/5/19

Y1 - 2015/5/19

KW - cavity and replica method

KW - disordered systems (theory)

KW - statistical inference

KW - kinetic Ising models

U2 - 10.1088/1742-5468/2015/05/P05021

DO - 10.1088/1742-5468/2015/05/P05021

M3 - Journal article

SN - 1742-5468

VL - 2015

JO - Journal of Statistical Mechanics: Theory and Experiment

JF - Journal of Statistical Mechanics: Theory and Experiment

M1 - P05021

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