Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory.
Yanan ZhengLijie WenJianmin WangJun YanLei JiPublished in: CIKM (2017)
Keyphrases
- generative model
- pitman yor process
- deep belief networks
- probabilistic model
- discriminative models
- hierarchical models
- mixture model
- restricted boltzmann machine
- discriminative learning
- hierarchical hidden markov models
- prior knowledge
- em algorithm
- semi supervised
- conditional random fields
- unsupervised learning
- expectation maximization
- deep learning
- graphical models
- topic models
- maximum entropy principle
- clustering algorithm
- similarity measure