Active metric learning for supervised classification.
Krishnan KumaranDimitri J. PapageorgiouMartin TakácLaurens LuegNicolas V. SahinidisPublished in: Comput. Chem. Eng. (2021)
Keyphrases
- supervised classification
- metric learning
- supervised learning
- distance metric
- semi supervised
- distance metric learning
- learning tasks
- unsupervised learning
- dimensionality reduction
- semi supervised learning
- multi task
- feature space
- unsupervised clustering
- distance function
- pairwise
- labeled data
- machine learning
- mahalanobis metric
- euclidean distance
- active learning
- data sets
- subject to linear constraints