Fast Unsupervised Deep Outlier Model Selection with Hypernetworks.
Xueying DingYue ZhaoLeman AkogluPublished in: KDD (2024)
Keyphrases
- model selection
- unsupervised learning
- cross validation
- parameter estimation
- bayesian learning
- hyperparameters
- regression model
- sample size
- machine learning
- outlier detection
- feature selection
- statistical learning
- meta learning
- gaussian process
- semi supervised
- error estimation
- generalization error
- variable selection
- motion segmentation
- mixture model
- selection criterion
- statistical inference
- information criterion
- supervised learning
- leave one out cross validation
- random sampling
- graphical models
- generalization bounds
- bayesian information criterion