Margin distribution explanation on metric learning for nearest neighbor classification.
Peng-Cheng ZouJiandong WangSongcan ChenHaiyan ChenPublished in: Neurocomputing (2016)
Keyphrases
- nearest neighbor classification
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- distance function
- dimensionality reduction
- learning tasks
- feature space
- multi task
- semi supervised learning
- distance measure
- locally adaptive
- nearest neighbor
- training set
- machine learning
- multi class
- knn
- support vector