OPML: A One-Pass Closed-Form Solution for Online Metric Learning.
Wenbin LiYang GaoLei WangLuping ZhouJing HuoYinghuan ShiPublished in: CoRR (2016)
Keyphrases
- metric learning
- closed form solutions
- distance metric
- distance metric learning
- semi supervised
- pairwise
- learning tasks
- dimensionality reduction
- closed form
- multi task
- distance function
- special case
- mahalanobis metric
- point correspondences
- semi supervised learning
- machine learning
- active learning
- training data
- pattern recognition
- semidefinite programming
- subject to linear constraints
- data sets
- machine learning algorithms
- markov random field
- multi class
- high dimensional