Learning VAE-LDA Models with Rounded Reparameterization Trick.
Runzhi TianYongyi MaoRichong ZhangPublished in: EMNLP (1) (2020)
Keyphrases
- prior knowledge
- learning models
- learning algorithm
- reinforcement learning
- learning process
- learning systems
- generative model
- latent variable models
- inductive inference
- hidden variables
- learning tasks
- supervised learning
- machine learning
- online learning
- learned models
- latent dirichlet allocation
- point sets
- statistical models
- model selection
- topic models
- text classification
- parameter estimation
- learning problems
- unsupervised learning
- neural network
- probabilistic model
- training data
- computer vision
- em algorithm