Mining on Manifolds: Metric Learning without Labels.
Ahmet IscenGiorgos ToliasYannis AvrithisOndrej ChumPublished in: CoRR (2018)
Keyphrases
- metric learning
- pairwise
- distance metric
- manifold structure
- distance metric learning
- semi supervised
- fully supervised
- machine learning and pattern recognition
- distance function
- feature space
- pairwise constraints
- dimensionality reduction
- manifold learning
- semi supervised clustering
- multi task
- data mining
- semi supervised learning
- learning tasks
- low dimensional
- text mining
- knowledge discovery
- mahalanobis metric
- high dimensional
- training set
- labeled data
- unsupervised learning
- data points
- training data
- similarity measure