Distance Metric Learning under Covariate Shift.
Bin CaoXiaochuan NiJian-Tao SunGang WangQiang YangPublished in: IJCAI (2011)
Keyphrases
- distance metric learning
- covariate shift
- semi supervised learning
- semi supervised
- metric learning
- distance metric
- model selection
- domain adaptation
- image classification
- nonlinear dimensionality reduction
- semidefinite programming
- training and test data
- unlabeled data
- labeled data
- gender classification
- active learning
- pairwise
- kernel learning
- machine learning
- supervised learning
- training data
- euclidean distance
- distance function
- text categorization
- kernel matrix
- distance measure
- data analysis
- cross validation
- manifold learning
- high dimensional data
- data points
- feature space
- data sets