Avoiding Latent Variable Collapse with Generative Skip Models.
Adji B. DiengYoon KimAlexander M. RushDavid M. BleiPublished in: AISTATS (2019)
Keyphrases
- latent variables
- probabilistic model
- latent variable models
- hierarchical model
- probabilistic latent semantic analysis
- real valued
- discriminative methods
- machine learning
- text classification
- gaussian process
- random variables
- supervised learning
- knowledge discovery
- hidden markov models
- prior knowledge
- data analysis
- artificial intelligence