Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering.
Congyuan YangCarey E. PriebeYoungser ParkDavid J. MarchettePublished in: J. Comput. Graph. Stat. (2021)
Keyphrases
- model selection
- graph clustering
- cross validation
- parameter estimation
- normalized cut
- model selection criteria
- community detection
- bipartite graph
- unsupervised learning
- machine learning
- feature space
- high dimensional
- clustering method
- network analysis
- worst case
- selection criterion
- mixture model
- feature selection
- social network analysis
- gaussian process
- dimensionality reduction
- high dimensionality
- link prediction