On the robustness of regularized pairwise learning methods based on kernels.
Andreas ChristmannDing-Xuan ZhouPublished in: J. Complex. (2016)
Keyphrases
- pairwise
- learning systems
- label ranking
- learning models
- empirical studies
- learning process
- learning problems
- discriminative learning
- preprocessing
- significant improvement
- machine learning methods
- spectral clustering
- learning algorithm
- support vector
- objective function
- machine learning
- reinforcement learning
- multi task
- metric learning
- multiple kernel learning
- kernel learning