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