Impact of ImageNet Model Selection on Domain Adaptation.
Youshan ZhangBrian D. DavisonPublished in: CoRR (2020)
Keyphrases
- model selection
- domain adaptation
- covariate shift
- cross validation
- hyperparameters
- multiple sources
- regression model
- labeled data
- cross domain
- semi supervised learning
- semi supervised
- selection criterion
- unsupervised learning
- transfer learning
- model selection criteria
- co training
- information criterion
- feature selection
- sentiment classification
- machine learning
- target domain
- gaussian process
- test data
- supervised learning
- sentiment analysis
- bayesian information criterion
- error rate