Random Forests for Metric Learning with Implicit Pairwise Position Dependence
Caiming XiongDavid M. JohnsonRan XuJason J. CorsoPublished in: CoRR (2012)
Keyphrases
- metric learning
- random forests
- pairwise
- random forest
- distance metric learning
- machine learning algorithms
- logistic regression
- semi supervised
- decision trees
- ensemble methods
- distance metric
- loss function
- learning tasks
- higher order
- dimensionality reduction
- multi class
- decision tree ensembles
- markov random field
- regression problems
- mahalanobis metric
- pairwise constraints
- learning algorithm
- distance function
- nearest neighbor
- support vector
- machine learning
- machine learning methods
- multi task
- semi supervised learning
- high dimensional
- image segmentation