Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization-Minimization Algorithm Approach.
Hien D. NguyenGeoffrey J. McLachlanPublished in: CoRR (2017)
Keyphrases
- support vector
- detection algorithm
- learning algorithm
- objective function
- preprocessing
- computational complexity
- experimental evaluation
- times faster
- optimization algorithm
- worst case
- improved algorithm
- high accuracy
- dynamic programming
- significant improvement
- machine learning
- linear programming
- np hard
- search space
- image sequences
- computational cost
- cost function
- theoretical analysis
- segmentation algorithm
- similarity measure
- tree structure
- feature selection
- neural network
- learning machines
- multi class classification