Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning.
Maria-Irina NicolaeMarc SebbanAmaury HabrardÉric GaussierMassih-Reza AminiPublished in: ICONIP (1) (2015)
Keyphrases
- metric learning
- semi supervised
- semi supervised clustering
- semi supervised learning
- distance metric learning
- pairwise
- machine learning and pattern recognition
- active learning
- unlabeled data
- labeled data
- supervised learning
- distance metric
- unsupervised learning
- semi supervised classification
- pairwise constraints
- semi definite programming
- mahalanobis metric
- learning tasks
- dimensionality reduction
- multi task
- manifold learning
- discriminative information
- fully supervised
- weakly supervised
- labeled and unlabeled data
- text categorization
- logic programs
- feature space