Look Ma, No Latent Variables: Accurate Cutset Networks via Compilation.
Tahrima RahmanShasha JinVibhav GogatePublished in: ICML (2019)
Keyphrases
- latent variables
- probabilistic model
- exact inference
- random variables
- graphical models
- posterior distribution
- prior knowledge
- real valued
- hierarchical model
- gaussian process
- latent variable models
- approximate inference
- observed variables
- hidden variables
- latent space
- structured prediction
- conditionally independent
- structural svms
- topic models
- factor graphs
- natural language
- global constraints
- constraint programming
- max margin
- variational bayes