In Gaussian graphical models, hubs can be found directly from the top eigenvectors of the precision matrix, and the proposed IPC-HD method does this with consistency guarantees.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Hub Detection in Gaussian Graphical Models
In Gaussian graphical models, hubs can be found directly from the top eigenvectors of the precision matrix, and the proposed IPC-HD method does this with consistency guarantees.