Neural generative model for clustering by separating particularity and commonality.
Wenqing WangJunpeng BaoSiyao GuoPublished in: Inf. Sci. (2022)
Keyphrases
- generative model
- probabilistic model
- dirichlet process mixture models
- mixture model
- bayesian framework
- clustering method
- k means
- clustering algorithm
- semi supervised
- expectation maximization
- discriminative models
- discriminative learning
- unsupervised learning
- posterior probability
- em algorithm
- prior knowledge
- markov chain monte carlo
- learned models
- high dimensional
- document clustering
- latent dirichlet allocation
- video representation
- generative and discriminative models
- learning rules
- learning environment
- training data
- decision trees