Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning.
Celia CintasPayel DasBrian QuanzGirmaw Abebe TadesseSkyler SpeakmanPin-Yu ChenPublished in: IJCAI (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- hidden variables
- em algorithm
- topic models
- conditional random fields
- maximum entropy principle
- representational power
- object categories
- semi supervised
- expectation maximization
- generative and discriminative models
- feature selection
- machine learning
- information extraction