Outlier Detection for Generative Models with Performance Guarantees.
Jingchao GaoJirong YiWeiyu XuPublished in: CISS (2023)
Keyphrases
- outlier detection
- generative model
- probabilistic model
- detection algorithm
- discriminative learning
- mixture model
- knowledge discovery
- hierarchical hidden markov models
- detecting outliers
- semi supervised
- discriminative models
- em algorithm
- prior knowledge
- data streams
- density estimation
- data mining
- generative and discriminative models
- expectation maximization
- reinforcement learning