Inferring hidden states in a random kinetic Ising model: replica analysis

DOI10.1088/1742-5468/2014/06/P06013zbMath1456.82608arXiv1405.4164MaRDI QIDQ3301976

Ludovica Bachschmid-Romano, Manfred Opper

Publication date: 11 August 2020

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1405.4164

Mathematics Subject Classification ID

Dynamic lattice systems (kinetic Ising, etc.) and systems on graphs in time-dependent statistical mechanics (82C20)

Related Items (5)

The appropriateness of ignorance in the inverse kinetic Ising model ⋮ Belief propagation and replicas for inference and learning in a kinetic Ising model with hidden spins ⋮ Learning of couplings for random asymmetric kinetic Ising models revisited: random correlation matrices and learning curves ⋮ Inference for dynamics of continuous variables: the extended Plefka expansion with hidden nodes ⋮ Critical scaling in hidden state inference for linear Langevin dynamics

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