Sensitivity-aware Distance Measurement for Boosting Metric Learning.
Haoliang LiuTan YuPing LiPublished in: SDM (2022)
Keyphrases
- metric learning
- distance measurement
- distance function
- distance metric
- distance metric learning
- euclidean distance
- similarity measurement
- pairwise
- knn
- learning tasks
- semi supervised
- dimensionality reduction
- learning algorithm
- similarity search
- mahalanobis distance
- k nearest neighbor
- mahalanobis metric
- minimum distance
- semi supervised learning
- multi task
- distance measure
- machine learning
- data points
- feature space
- data sets
- nearest neighbor
- similarity measure
- feature selection
- labeled data
- active learning
- pattern recognition
- decision trees
- neural network