A Survey on Latent Tree Models and Applications

DOI10.1613/jair.3879zbMath1270.68097arXiv1402.0577OpenAlexW2113165053MaRDI QIDQ4927420

Philippe Leray, Christine Sinoquet, Tengfei Liu, Raphaël Mourad, Nevin Lianwen Zhang

Publication date: 20 June 2013

Published in: Journal of Artificial Intelligence Research (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1402.0577

zbMATH Keywords

latent variablesprobabilistic graphical models

Mathematics Subject Classification ID

Data structures (68P05)

Related Items (6)

Breaking the curse of dimensionality: hierarchical Bayesian network model for multi-view clustering ⋮ Latent tree models for hierarchical topic detection ⋮ A consensus algorithm in CAT(0) space and its application to distributed fusion of phylogenetic trees ⋮ UC-LTM: unidimensional clustering using latent tree models for discrete data ⋮ Greedy learning of latent tree models for multidimensional clustering ⋮ Spectral Neighbor Joining for Reconstruction of Latent Tree Models

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