Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies.
David M. JohnsonCaiming XiongJason J. CorsoPublished in: CoRR (2014)
Keyphrases
- semi supervised
- metric learning
- pairwise constraints
- semi supervised learning
- distance metric
- labeled data
- unlabeled data
- multi task learning
- clustering algorithm
- pairwise
- active learning
- unsupervised learning
- supervised learning
- latent variables
- markov networks
- data points
- kernel matrix
- multi label
- image classification
- manifold learning
- multi task
- training data
- data sets
- markov random field
- computer vision