Convex clustering with metric learning.
Xiaopeng Lucia SuiLi XuXiaoning QianTie LiuPublished in: Pattern Recognit. (2018)
Keyphrases
- metric learning
- distance metric
- semi supervised clustering
- semi definite programming
- nearest neighbor classification
- pairwise similarities
- distance metric learning
- pairwise
- dimensionality reduction
- semi supervised
- kernel matrix
- learning tasks
- clustering method
- clustering algorithm
- distance function
- multi task
- feature space
- distance measure
- pairwise constraints
- data points
- convex optimization
- mahalanobis metric
- multi class
- subject to linear constraints
- training set
- k means
- domain knowledge
- data sets
- high dimensional data
- unsupervised learning
- semi supervised learning
- similarity function
- learning problems
- text mining
- unsupervised clustering
- kernel methods
- euclidean distance
- pattern recognition
- reinforcement learning