The huge Package for High-dimensional Undirected Graph Estimation in R.
Tuo ZhaoHan LiuKathryn RoederJohn D. LaffertyLarry A. WassermanPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- undirected graph
- high dimensional
- directed graph
- spanning tree
- positive integer
- low dimensional
- minimum cost
- complex networks
- estimation problems
- dimensionality reduction
- directed acyclic graph
- estimation algorithm
- connected components
- nearest neighbor
- high dimensional data
- approximation algorithms
- maximum cardinality
- graph structure
- high dimensionality
- similarity search
- feature space
- social network analysis
- probability distribution
- feature selection
- computer vision