Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning.
Kun SongFeiping NieJunwei HanXuelong LiPublished in: AAAI (2017)
Keyphrases
- parameter free
- distance metric learning
- metric learning
- nearest neighbor classification
- distance metric
- semi supervised
- dimensionality reduction
- pairwise
- categorical data
- multi task
- learning tasks
- kernel matrix
- distance function
- fully automatic
- outlier detection
- semi supervised learning
- feature space
- image classification
- distance measure
- computer vision
- locally adaptive
- data sets
- unsupervised learning
- low dimensional
- nearest neighbor
- nearest neighbor classifier
- gender classification
- learning algorithm
- data mining