Metric Learning from Probabilistic Labels.
Mengdi HuaiChenglin MiaoYaliang LiQiuling SuoLu SuAidong ZhangPublished in: KDD (2018)
Keyphrases
- metric learning
- pairwise
- fully supervised
- distance metric
- distance metric learning
- semi supervised
- machine learning and pattern recognition
- learning tasks
- dimensionality reduction
- pairwise constraints
- multi task
- mahalanobis metric
- distance function
- training data
- semi supervised learning
- feature space
- probabilistic model
- transfer learning
- mutual information
- semi supervised clustering
- e learning
- subject to linear constraints
- multi label
- background knowledge
- class labels
- graph cuts
- support vector