A boosting approach for supervised Mahalanobis distance metric learning.
Chin-Chun ChangPublished in: Pattern Recognit. (2012)
Keyphrases
- distance metric learning
- metric learning
- distance metric
- semi supervised
- boosting framework
- learning algorithm
- feature selection
- nearest neighbor classification
- learning tasks
- dimensionality reduction
- distance function
- pairwise
- supervised learning
- multi task
- euclidean distance
- unsupervised learning
- kernel matrix
- labeled data
- semi supervised learning
- unlabeled data
- feature space
- image classification
- machine learning
- linear programming
- distance measure
- training data
- pairwise constraints
- data points
- active learning
- reinforcement learning
- nearest neighbor
- pattern recognition