Combinatorial Topic Models using Small-Variance Asymptotics.
Ke JiangSuvrit SraBrian KulisPublished in: AISTATS (2017)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- text mining
- gibbs sampling
- probabilistic model
- latent variables
- text documents
- co occurrence
- generative model
- latent topic models
- text corpora
- latent topics
- probabilistic topic models
- markov chain
- feature selection
- graphical models
- probabilistic latent semantic analysis
- variational inference
- hierarchical bayesian model
- machine learning