Clustering large networks of parametric dynamic generative models.
Yunwen XuSanggyun KimSrinivasa M. SalapakaCarolyn L. BeckTodd P. ColemanPublished in: CDC (2012)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative learning
- clustering algorithm
- clustering method
- unsupervised learning
- prior knowledge
- em algorithm
- maximum entropy principle
- k means
- generative and discriminative models
- discriminative models
- hidden variables
- hierarchical hidden markov models
- latent dirichlet allocation
- conditional random fields
- topic models
- spectral clustering
- document clustering
- discriminatively trained
- data points