Domain Adaptation Transfer Learning by SVM Subject to a Maximum-Mean-Discrepancy-like Constraint.
Xiaoyi ChenRégis LengelléPublished in: ICPRAM (2017)
Keyphrases
- domain adaptation
- transfer learning
- target domain
- cross domain
- labeled data
- support vector
- machine learning
- learning tasks
- source domain
- knowledge transfer
- active learning
- manifold alignment
- support vector machine
- reinforcement learning
- knn
- training data
- transfer knowledge
- feature selection
- text classification
- semi supervised learning
- text categorization
- collaborative filtering
- learning algorithm
- semi supervised
- multi task
- kernel methods
- cross domain text classification
- machine learning algorithms
- classification algorithm
- unlabeled data
- training set
- test data
- k nearest neighbor
- dimensionality reduction
- general purpose
- information extraction
- decision trees
- information retrieval
- data mining
- neural network
- data sets