Outlier Detection Using Generative Models with Theoretical Performance Guarantees.
Jirong YiJingchao GaoTianming WangXiaodong WuWeiyu XuPublished in: CoRR (2023)
Keyphrases
- outlier detection
- generative model
- probabilistic model
- detection algorithm
- knowledge discovery
- mixture model
- discriminative models
- discriminative learning
- detecting outliers
- hierarchical hidden markov models
- em algorithm
- prior knowledge
- density estimation
- data streams
- expectation maximization
- generative and discriminative models
- data mining
- semi supervised
- object recognition