Unsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection.
Wonju LeeSeok-Yong ByunJooeun KimMinje ParkKirill ChechilPublished in: CoRR (2021)
Keyphrases
- model selection
- parameter estimation
- statistical model
- selection criterion
- cross validation
- bayesian learning
- statistical inference
- bayesian information criterion
- probability distribution
- hyperparameters
- probability model
- objective function
- supervised learning
- markov random field
- unsupervised learning
- probability density function