Feature Space Independent Semi-Supervised Domain Adaptation via Kernel Matching.
Min XiaoYuhong GuoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- domain adaptation
- semi supervised
- feature space
- labeled data
- kernel function
- semi supervised learning
- reproducing kernel hilbert space
- unlabeled data
- kernel methods
- co training
- input space
- metric learning
- feature vectors
- kernel matrix
- training samples
- high dimensional
- data points
- active learning
- unsupervised learning
- cross domain
- multi view
- dimensionality reduction
- classification accuracy
- supervised learning
- transfer learning
- pairwise
- target domain
- general purpose
- training set
- sentiment classification
- low dimensional
- image representation
- label information
- feature selection
- covariate shift
- labeled and unlabeled data
- text classification
- collaborative filtering
- natural language processing
- d objects
- support vector machine
- prior knowledge
- object recognition