Robust support vector machines via conic optimization.
Valentina CepedaAndrés GómezShaoning HanPublished in: CoRR (2024)
Keyphrases
- support vector
- global optimization
- large margin classifiers
- learning machines
- optimization algorithm
- optimization problems
- logistic regression
- classification accuracy
- computationally efficient
- combinatorial optimization
- model selection
- kernel methods
- straight line
- generalization ability
- constrained optimization
- robust estimation
- kernel machines
- learning algorithm