Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding.
Yigit UgurGeorge ArvanitakisAbdellatif ZaidiPublished in: Entropy (2020)
Keyphrases
- unsupervised clustering
- gaussian mixture
- information bottleneck
- image segmentation
- information theoretic
- expectation maximization
- supervised classification
- em algorithm
- k means
- closed form
- gaussian mixture model
- covariance matrix
- clustering algorithm
- density estimation
- probability density function
- clustering method
- mixture model
- mutual information
- spectral clustering
- data sets
- maximum likelihood
- feature selection
- feature space