Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering.
Bryon AragamChen DanPradeep RavikumarEric P. XingPublished in: CoRR (2018)
Keyphrases
- mixture model
- bayes optimal
- density estimation
- mixture modeling
- unsupervised learning
- model based clustering
- gaussian mixture model
- em algorithm
- generative model
- finite mixture models
- learning curve
- probabilistic model
- clustering algorithm
- expectation maximization
- maximum likelihood
- dirichlet process mixture models
- model selection
- language model
- probability density function
- version space
- k means
- outlier detection
- active learning
- supervised learning
- object recognition
- similarity measure
- information retrieval
- data sets