Simultaneous Preference and Metric Learning from Paired Comparisons.
Austin XuMark A. DavenportPublished in: NeurIPS (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- learning tasks
- dimensionality reduction
- machine learning and pattern recognition
- semi supervised
- nearest neighbor classification
- multi task
- person re identification
- feature space
- semi supervised clustering
- distance function
- semi supervised learning
- semi definite programming
- image processing
- mahalanobis metric
- euclidean distance
- background knowledge
- image classification
- margin maximization
- maximum variance unfolding
- subject to linear constraints