Pegasos: Primal Estimated sub-GrAdient SOlver for SVM.
Shai Shalev-ShwartzYoram SingerNathan SrebroPublished in: ICML (2007)
Keyphrases
- svm solvers
- support vector
- maximum margin
- support vector machine
- linear classifiers
- stochastic gradient descent
- loss function
- cross validation
- hyperplane
- logistic regression
- feature selection
- svm classifier
- kernel function
- kernel methods
- linear program
- binary classification
- machine learning algorithms
- linear programming
- optimal solution
- machine learning
- edge detection
- semi supervised
- svm classification
- neural network
- support vector machine svm
- least squares
- support vectors
- objective function
- training data