Quantile-Based Maximum Likelihood Training for Outlier Detection.
Masoud TaghikhahNishant KumarSinisa SegvicAbouzar EslamiStefan GumholdPublished in: AAAI (2024)
Keyphrases
- outlier detection
- maximum likelihood
- detection algorithm
- knowledge discovery
- detecting outliers
- density ratio estimation
- density estimation
- data streams
- fraud detection
- data mining
- credit card fraud detection
- high dimensional datasets
- supervised learning
- test set
- detect outliers
- training set
- em algorithm
- maximum likelihood estimation
- least squares
- density based clustering
- computer vision
- machine learning
- data sets
- gaussian distribution
- active learning
- change point detection
- information retrieval
- distance based outlier detection