Robust Estimation of Latent Tree Graphical Models: Inferring Hidden States With Inexact Parameters

DOI10.1109/TIT.2013.2251927zbMath1364.62127arXiv1109.4668MaRDI QIDQ5346462

Elchanan Mossel, Allan Sly, Sebastien Roch

Publication date: 8 June 2017

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1109.4668

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Image analysis in multivariate analysis (62H35) Applications of graph theory (05C90) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (5)

Community detection and percolation of information in a geometric setting ⋮ Non-linear log-Sobolev inequalities for the Potts semigroup and applications to reconstruction problems ⋮ Identifiability in robust estimation of tree structured models ⋮ Phase transition on the convergence rate of parameter estimation under an Ornstein-Uhlenbeck diffusion on a tree ⋮ Sufficient condition for root reconstruction by parsimony on binary trees with general weights

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