Domain Adaptation: A Small Sample Statistical Approach.
Ruslan SalakhutdinovSham M. KakadeDean P. FosterPublished in: AISTATS (2012)
Keyphrases
- domain adaptation
- small sample
- unlabeled data
- labeled data
- sample size
- cross domain
- multiple sources
- target domain
- semi supervised
- transfer learning
- semi supervised learning
- test data
- sentiment classification
- ls svm
- support vector machine
- high dimensionality
- high dimensional
- unsupervised learning
- information extraction
- co training
- feature selection
- text categorization
- feature selection algorithms
- machine learning
- dimensionality reduction
- data points
- learning algorithm