Variational Inference for Crowdsourcing.
Qiang LiuJian PengAlexander T. IhlerPublished in: NIPS (2012)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- mixture model
- posterior distribution
- latent dirichlet allocation
- probabilistic graphical models
- gaussian process
- variational methods
- closed form
- exponential family
- exact inference
- latent variables
- factor graphs
- graphical models
- probabilistic inference
- hyperparameters
- prior information
- statistical models
- approximate inference
- machine learning
- generative model
- optical flow
- support vector
- multiscale
- information retrieval