Batch Decorrelation for Active Metric Learning.
Priyadarshini KumariRitesh GoruSiddhartha ChaudhuriSubhasis ChaudhuriPublished in: IJCAI (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- pairwise
- semi supervised
- person re identification
- machine learning and pattern recognition
- nearest neighbor classification
- dimensionality reduction
- distance function
- semi supervised clustering
- multi task
- semi supervised learning
- feature space
- mahalanobis metric
- semi definite programming
- background knowledge
- unlabeled data
- margin maximization
- data analysis
- learning algorithm