Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers.
Wenhao JiangFeiping NieKorris Fu-Lai ChungHeng HuangPublished in: CoRR (2015)
Keyphrases
- theoretical analysis
- learning algorithm
- domain adaptation
- linear classifiers
- reinforcement learning
- learning tasks
- supervised learning
- multiple sources
- expectation maximization
- similarity measure
- data sets
- cross domain
- hyperplane
- convex hull
- error rate
- high dimensional data
- unsupervised learning
- image classification
- text mining
- active learning
- k means
- learning process