Fast Unsupervised Deep Outlier Model Selection with Hypernetworks.
Xueying DingYue ZhaoLeman AkogluPublished in: CoRR (2023)
Keyphrases
- model selection
- unsupervised learning
- cross validation
- machine learning
- hyperparameters
- bayesian learning
- parameter estimation
- regression model
- sample size
- meta learning
- model selection criteria
- feature selection
- outlier detection
- statistical learning
- mixture model
- selection criterion
- generalization error
- gaussian process
- semi supervised
- motion segmentation
- leave one out cross validation
- information criterion
- supervised classification
- error estimation
- parameter determination
- generalization bounds
- bayesian information criterion
- marginal likelihood
- automatic model selection