Generalization Bounds for Metric and Similarity Learning
Qiong CaoZheng-Chu GuoYiming YingPublished in: CoRR (2012)
Keyphrases
- learning process
- generalization bounds
- distance measure
- learning scheme
- learning problems
- learning algorithm
- supervised learning
- unsupervised learning
- ranking algorithm
- kernel machines
- model selection
- multi class
- euclidean distance
- active learning
- metric space
- generalization ability
- artificial neural networks
- similarity measure