Interpretable Latent Variables in Deep State Space Models.
Haoxuan WuDavid S. MattesonMartin T. WellsPublished in: CoRR (2022)
Keyphrases
- latent variables
- probabilistic model
- state space
- hierarchical model
- latent variable models
- prior knowledge
- structured prediction
- hidden variables
- random variables
- dynamical systems
- particle filter
- gaussian process
- max margin
- structural svms
- variational bayes
- observed variables
- machine learning
- real valued
- data analysis
- natural language
- image segmentation
- information retrieval