Re-examination of the Role of Latent Variables in Sequence Modeling.
Guokun LaiZihang DaiYiming YangShinjae YooPublished in: NeurIPS (2019)
Keyphrases
- latent variables
- probabilistic model
- prior knowledge
- topic models
- latent variable models
- hierarchical model
- random variables
- real valued
- posterior distribution
- hidden variables
- structural svms
- variational bayes
- approximate inference
- max margin
- gaussian process
- factor graphs
- structured output
- observed variables
- structural svm
- latent space
- probability distribution
- hidden markov models