Metric Learning with Relative Distance Constraints: A Modified SVM Approach.
Changchun LuoMu LiHongzhi ZhangFaqiang WangDavid ZhangWangmeng ZuoPublished in: ICYCSEE (2015)
Keyphrases
- metric learning
- semi supervised clustering
- relative distance
- distance metric
- distance metric learning
- feature space
- support vector
- distance function
- view angle
- multi task
- support vector machine
- pairwise constraints
- learning tasks
- pairwise
- semi supervised
- knn
- dimensionality reduction
- multi class
- semi supervised learning
- euclidean distance
- training set
- training data
- face recognition
- decision trees
- feature selection
- background knowledge
- kernel function
- computer vision
- hyperplane
- labeled data
- supervised learning
- support vectors