HM-VAEs: a Deep Generative Model for Real-valued Data with Heterogeneous Marginals.
Chao MaSebastian TschiatschekYingzhen LiRichard E. TurnerJosé Miguel Hernández-LobatoCheng ZhangPublished in: AABI (2019)
Keyphrases
- generative model
- real valued data
- real valued
- probabilistic model
- graphical models
- bayesian framework
- multiple instance learning
- prior knowledge
- em algorithm
- semi supervised
- conditional random fields
- probability distribution
- redescription mining
- belief propagation
- latent dirichlet allocation
- expectation maximization
- feature selection
- learning algorithm
- data mining
- pairwise
- high level
- image processing