Variational Inference of Disentangled Latent Concepts from Unlabeled Observations.
Abhishek KumarPrasanna SattigeriAvinash BalakrishnanPublished in: CoRR (2017)
Keyphrases
- variational inference
- bayesian inference
- topic models
- latent variables
- latent dirichlet allocation
- posterior distribution
- variational methods
- probabilistic model
- probabilistic graphical models
- gaussian process
- mixture model
- exact inference
- machine learning
- active learning
- exponential family
- training data
- closed form
- approximate inference
- labeled data
- unsupervised learning
- probabilistic inference