Metric Learning from Limited Pairwise Preference Comparisons.
Zhi WangGeelon SoRamya Korlakai VinayakPublished in: CoRR (2024)
Keyphrases
- metric learning
- pairwise
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- distance metric
- multi class
- semi supervised clustering
- pairwise constraints
- learning tasks
- feature space
- pairwise similarities
- dimensionality reduction
- markov random field
- mahalanobis metric
- nearest neighbor classification
- maximum variance unfolding
- multi task
- similarity measure
- spectral clustering
- distance function
- labeled data
- nearest neighbor
- data points
- high dimensional
- data sets