Bayesian Analysis of Dynamic Linear Topic Models.
Chris GlynnSurya T. TokdarDavid L. BanksBrian HowardPublished in: CoRR (2015)
Keyphrases
- topic models
- bayesian analysis
- variational bayesian inference
- topic modeling
- latent dirichlet allocation
- computationally feasible
- latent topics
- text documents
- text mining
- co occurrence
- latent variables
- machine learning
- latent topic models
- probabilistic model
- generative model
- gibbs sampling
- probabilistic topic models
- pairwise
- graphical models
- hierarchical bayesian model
- text corpora
- bag of words