Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey.
Benyamin GhojoghAli GhodsiFakhri KarrayMark CrowleyPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- nearest neighbor classification
- learning tasks
- machine learning and pattern recognition
- multi task
- dimensionality reduction
- distance function
- semi supervised clustering
- probabilistic model
- feature space
- semi supervised learning
- semi definite programming
- mahalanobis metric
- labeled data
- distance measure
- prior knowledge
- pattern recognition
- subject to linear constraints