Automatic Unsupervised Outlier Model Selection.
Yue ZhaoRyan A. RossiLeman AkogluPublished in: NeurIPS (2021)
Keyphrases
- model selection
- unsupervised learning
- cross validation
- parameter estimation
- hyperparameters
- bayesian learning
- mixture model
- sample size
- regression model
- statistical inference
- statistical learning
- intelligent data mining
- selection criterion
- meta learning
- variable selection
- feature selection
- motion segmentation
- machine learning
- model selection criteria
- generalization error
- gaussian process
- semi supervised
- bayesian methods
- error estimation
- marginal likelihood
- decision trees
- generalization bounds
- data sets