The Positive Impact of Metric Learning on Open Set Nearest Neighbor Classification.
Alexander GroteWolfgang BadewitzMichael Thomas KnierimChristof WeinhardtPublished in: HICSS (2024)
Keyphrases
- nearest neighbor classification
- metric learning
- distance metric
- distance metric learning
- semi supervised
- distance function
- learning tasks
- dimensionality reduction
- pairwise
- multi task
- nearest neighbor
- locally adaptive
- feature space
- semi supervised learning
- distance measure
- euclidean distance
- learning algorithm
- active learning