Coupled Gradient Estimators for Discrete Latent Variables.
Zhe DongAndriy MnihGeorge TuckerPublished in: NeurIPS (2021)
Keyphrases
- latent variables
- gradient estimators
- probabilistic model
- latent variable models
- prior knowledge
- random variables
- variational bayes
- real valued
- gaussian process
- topic models
- hierarchical model
- posterior distribution
- structural svms
- approximate inference
- hidden variables
- structured prediction
- machine learning
- generative model
- pairwise
- data sets
- bayesian inference
- multiscale
- training data
- image segmentation
- conditionally independent