Clustering on a Subspace of Exponential Family Using Variational Bayes Method.
Kazuho WatanabeShotaro AkahoMasato OkadaPublished in: ITSL (2008)
Keyphrases
- exponential family
- variational bayes
- log likelihood
- unsupervised learning
- density estimation
- mutual information
- missing values
- bayesian inference
- closed form
- monte carlo
- k means
- gaussian mixture model
- clustering algorithm
- statistical methods
- prior information
- mixture model
- gaussian distribution
- em algorithm
- pairwise
- similarity measure