DisARM: An Antithetic Gradient Estimator for Binary Latent Variables.
Zhe DongAndriy MnihGeorge TuckerPublished in: NeurIPS (2020)
Keyphrases
- latent variables
- probabilistic model
- latent variable models
- hierarchical model
- posterior distribution
- random variables
- variational bayes
- topic models
- real valued
- least squares
- prior knowledge
- approximate inference
- gaussian process
- maximum likelihood
- structural svm
- structural svms
- max margin
- observed variables
- conditionally independent
- structured prediction
- hidden variables
- pairwise
- causal relationships
- maximum a posteriori
- factor graphs
- structured output