Nonlinear Metric Learning for Semi-Supervised Learning via Coherent Point Drifting.
Pin ZhangBibo ShiCharles D. SmithJundong LiuPublished in: ICMLA (2016)
Keyphrases
- metric learning
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- distance metric learning
- semi supervised clustering
- supervised learning
- machine learning
- semi supervised classification
- unsupervised learning
- training data
- semi definite programming
- text categorization
- semi supervised learning setting
- active learning
- pairwise
- kernel matrix
- manifold structure
- learning problems
- learning models
- distance metric
- pairwise constraints
- labeled and unlabeled data
- discriminative information
- transfer learning
- text classification
- learning process
- class labels
- multiple instance learning
- neural network