Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions.
Emilie MorvantAmaury HabrardStéphane AyachePublished in: ICDM (2011)
Keyphrases
- training data
- domain adaptation
- similarity function
- labeled data
- target domain
- semi supervised learning
- positive semi definite
- test data
- unlabeled data
- distance function
- similarity measure
- reproducing kernel hilbert space
- kernel methods
- data sets
- pairwise
- decision trees
- cross domain
- dot product
- transfer learning
- multiple sources
- training samples
- sparse representation
- high dimensional
- semi supervised
- sentiment classification
- domain specific
- machine learning
- document classification
- text categorization
- nearest neighbor