A Junction Tree Framework for Undirected Graphical Model Selection

zbMath1318.62185arXiv1304.4910MaRDI QIDQ2933982

Divyanshu Vats, Robert D. Nowak

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1304.4910

zbMATH Keywords

model selectiongraph decompositionMarkov random fieldshigh-dimensional statisticsgraphical model selectionjunction trees

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Learning and adaptive systems in artificial intelligence (68T05)