Active metric learning and classification using similarity queries.
Namrata NadagoudaAustin XuMark A. DavenportPublished in: UAI (2023)
Keyphrases
- metric learning
- distance metric learning
- similarity queries
- distance metric
- metric space
- image classification
- distance function
- pattern recognition
- similarity search
- support vector
- semi supervised
- decision trees
- pairwise
- learning tasks
- machine learning
- feature extraction
- support vector machine
- feature vectors
- multimedia databases
- dimensionality reduction
- range queries
- multimedia data
- text classification
- training set
- image processing
- feature selection
- information retrieval