Metric Learning with Quadruplets on Non-Hierarchical Labeled Datasets.
Kaan KaramanIbrahim Batuhan AkkayaA. Aydin AlatanPublished in: SIU (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- multi task
- machine learning and pattern recognition
- pairwise
- learning tasks
- dimensionality reduction
- semi supervised clustering
- distance function
- feature space
- training data
- nearest neighbor classification
- kernel matrix
- euclidean distance
- mahalanobis metric
- semi supervised learning
- supervised learning
- data sets
- dimensionality reduction methods
- text mining
- e learning
- semi definite programming
- computer vision
- learning algorithm