Large Margin Local Metric Learning.
Julien BohnéYiming YingStéphane GentricMassimiliano PontilPublished in: ECCV (2) (2014)
Keyphrases
- metric learning
- positive semi definite
- distance metric
- distance metric learning
- semi supervised
- labeled data
- learning tasks
- machine learning and pattern recognition
- multi task
- pairwise
- dimensionality reduction
- distance function
- knn classification
- learning algorithm
- semi supervised learning
- nearest neighbor classification
- kernel matrix
- hyperplane
- support vector
- maximum margin
- feature space
- subject to linear constraints
- maximum variance unfolding
- mahalanobis metric
- background knowledge
- manifold learning
- neural network
- domain knowledge
- decision trees
- image processing
- computer vision
- machine learning
- data mining