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

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins. / Battistin, C.; Hertz, J.; Tyrcha, J.; Roudi, Y.

In: Journal of Statistical Mechanics: Theory and Experiment, Vol. 2015, P05021, 10.05.2015.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Battistin, C, Hertz, J, Tyrcha, J & Roudi, Y 2015, 'Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins', Journal of Statistical Mechanics: Theory and Experiment, vol. 2015, P05021. https://doi.org/10.1088/1742-5468/2015/05/P05021

APA

Battistin, C., Hertz, J., Tyrcha, J., & Roudi, Y. (2015). Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins. Journal of Statistical Mechanics: Theory and Experiment, 2015, [P05021]. https://doi.org/10.1088/1742-5468/2015/05/P05021

Vancouver

Battistin C, Hertz J, Tyrcha J, Roudi Y. Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins. Journal of Statistical Mechanics: Theory and Experiment. 2015 May 10;2015. P05021. https://doi.org/10.1088/1742-5468/2015/05/P05021

Author

Battistin, C. ; Hertz, J. ; Tyrcha, J. ; Roudi, Y. / Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins. In: Journal of Statistical Mechanics: Theory and Experiment. 2015 ; Vol. 2015.

Bibtex

@article{2f265855067747f59b7a7ab33cebdd2f,
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",
month = may,
day = "10",
doi = "10.1088/1742-5468/2015/05/P05021",
language = "English",
volume = "2015",
journal = "Journal of Statistical Mechanics: Theory and Experiment",
issn = "1742-5468",
publisher = "Institute of Physics Publishing Ltd",

}

RIS

TY - JOUR

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 - 2015/5/10

Y1 - 2015/5/10

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

VL - 2015

JO - Journal of Statistical Mechanics: Theory and Experiment

JF - Journal of Statistical Mechanics: Theory and Experiment

SN - 1742-5468

M1 - P05021

ER -

ID: 154041078