Parallel multiple kernel learning: a hybrid alternating direction method of multipliers.
Zhen-Yu ChenZhi-Ping FanPublished in: Knowl. Inf. Syst. (2014)
Keyphrases
- multiple kernel learning
- convex relaxation
- alternating direction method of multipliers
- linear combination
- kernel methods
- semi supervised learning
- learning problems
- kernel function
- convex optimization
- multiple features
- total variation
- learning algorithm
- knn
- learning models
- multi task
- binary classification
- multi label
- multiscale
- matrix completion
- decision trees