Transfer Metric Learning for Unseen Domains.
Atsutoshi KumagaiTomoharu IwataYasuhiro FujiwaraPublished in: ICDM (2019)
Keyphrases
- metric learning
- transfer learning
- learning tasks
- distance metric
- distance metric learning
- cross domain
- multi task
- semi supervised
- machine learning and pattern recognition
- dimensionality reduction
- person re identification
- pairwise
- nearest neighbor classification
- semi supervised clustering
- distance function
- labeled data
- semi supervised learning
- feature space
- learning problems
- subject to linear constraints
- mahalanobis metric
- data sets
- learning algorithm
- kernel learning
- maximum variance unfolding
- euclidean distance
- learning experience
- training examples
- text categorization
- unlabeled data
- collaborative filtering
- active learning
- image processing
- machine learning