Area Under the ROC Curve Maximization for Metric Learning.
Bojana GajicAriel AmatoRamon BaldrichJoost van de WeijerCarlo GattaPublished in: CVPR Workshops (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- machine learning and pattern recognition
- learning tasks
- dimensionality reduction
- multi task
- distance function
- semi supervised learning
- person re identification
- objective function
- nearest neighbor classification
- feature space
- mahalanobis metric
- semi supervised clustering
- subject to linear constraints
- maximum variance unfolding
- neural network
- unsupervised learning
- supervised learning
- learning algorithm
- machine learning