Active metric learning and classification using similarity queries.
Namrata NadagoudaAustin XuMark A. DavenportPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric learning
- similarity queries
- distance metric
- feature space
- similarity search
- distance function
- semi supervised
- machine learning
- decision trees
- range queries
- image classification
- dimensionality reduction
- multi task
- metric space
- multimedia data
- pattern recognition
- support vector machine
- feature vectors
- pairwise
- data structure
- feature extraction
- feature selection
- access methods
- multi dimensional
- databases
- index structure
- high dimensional
- learning tasks
- search engine
- neural network