Probabilistic Clustering using Maximal Matrix Norm Couplings.
David QiuAnuran MakurLizhong ZhengPublished in: Allerton (2018)
Keyphrases
- clustering algorithm
- k means
- clustering method
- cluster analysis
- information theoretic
- hierarchical clustering
- similarity matrix
- spectral clustering
- data sets
- trace norm
- self organizing maps
- categorical data
- unsupervised learning
- probabilistic model
- bayesian networks
- neural network
- data clustering
- objective function
- feature selection
- low rank matrices
- low rank approximation
- linear algebra
- fuzzy clustering
- document clustering
- covariance matrix
- generative model