Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility.
Juho LeeSeungjin ChoiPublished in: AISTATS (2015)
Keyphrases
- hierarchical clustering
- exponential family
- variational bayesian
- maximum likelihood
- clustering method
- closed form
- mixture model
- density estimation
- log likelihood
- statistical models
- missing values
- clustering algorithm
- graphical models
- single linkage
- gaussian mixture model
- expectation maximization
- bayesian networks
- model selection
- markov chain
- high dimensional
- markov chain monte carlo
- order statistics
- parameter estimation
- statistical model
- k means
- similarity measure
- social networks