Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines.
Xin ShenLingfeng NiuYingjie TianYong ShiPublished in: ICDM Workshops (2015)
Keyphrases
- support vector
- alternating direction method of multipliers
- learning machines
- large margin classifiers
- convex optimization
- support vector machine
- feature selection
- loss function
- kernel function
- svm classifier
- total variation
- binary classification
- hyperplane
- support vectors
- learning algorithm
- kernel methods
- multiscale
- multiple kernel learning
- high quality