Clustering Mixtures of Bounded Covariance Distributions Under Optimal Separation.
Ilias DiakonikolasDaniel M. KaneJasper C. H. LeeThanasis PittasPublished in: CoRR (2023)
Keyphrases
- clustering algorithm
- heavy tailed distributions
- hierarchical clustering
- clustering method
- k means
- asymptotically optimal
- hypervolume indicator
- data clustering
- cluster analysis
- heavy tailed
- graph theoretic
- covariance matrices
- closed form
- covariance matrix
- outlier detection
- data mining
- document clustering
- information theoretic
- spectral clustering
- density estimation
- self organizing maps
- unsupervised learning
- graphical models
- exponential family
- probability distribution
- mixtures of gaussians
- optimal solution
- feature selection