Online Budgeted Stochastic Coordinate Ascent for Large-Scale Kernelized Dual Support Vector Machine Training.
Sahar QaadanAbhijeet PendyalaMerlin SchülerTobias GlasmachersPublished in: ICPRAM (Revised Selected Papers) (2019)
Keyphrases
- coordinate ascent
- support vector machine
- online learning
- kernel function
- online algorithms
- multi class
- image recovery
- training set
- decision boundary
- svm classifier
- training data
- global convergence
- support vector
- kernel methods
- structured prediction
- search algorithm
- learning algorithm
- training samples
- principal component analysis
- global optimization
- multi objective
- maximum margin
- evolutionary algorithm
- lower bound
- object recognition