Pegasos: primal estimated sub-gradient solver for SVM.
Shai Shalev-ShwartzYoram SingerNathan SrebroAndrew CotterPublished in: Math. Program. (2011)
Keyphrases
- svm solvers
- support vector
- support vector machine
- maximum margin
- linear classifiers
- stochastic gradient descent
- logistic regression
- kernel function
- feature selection
- least squares
- cross validation
- loss function
- machine learning algorithms
- support vectors
- binary classification
- hyperplane
- support vector machine svm
- matrix factorization
- svm classifier
- simplex algorithm
- machine learning
- linear program
- ls svm
- linear programming
- linear combination
- image gradient
- multi class