Using Variational Inference and MapReduce to Scale Topic Modeling
Ke ZhaiJordan L. Boyd-GraberNima AsadiPublished in: CoRR (2011)
Keyphrases
- variational inference
- topic modeling
- topic models
- latent dirichlet allocation
- hierarchical bayesian
- generative model
- latent variables
- probabilistic model
- text mining
- bayesian inference
- latent topics
- co occurrence
- text documents
- scale space
- data mining
- probabilistic graphical models
- exponential family
- pattern recognition