Metric Learning for Graph-Based Domain Adaptation.
Paramveer S. DhillonPartha Pratim TalukdarKoby CrammerPublished in: COLING (Posters) (2012)
Keyphrases
- domain adaptation
- metric learning
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- pairwise
- supervised learning
- active learning
- kernel matrix
- co training
- multi view
- unsupervised learning
- transfer learning
- training data
- multi task
- neural network
- recommender systems
- machine learning
- sentiment classification
- learning algorithm
- target domain
- cross domain
- gaussian process
- image processing
- multiple sources
- text categorization
- feature extraction
- learning environment
- data sets
- model selection
- feature space