Parallel Dual Coordinate Descent Method for Large-scale Linear Classification in Multi-core Environments.

Wei-Lin Chiang Mu-Chu Lee Chih-Jen Lin

Published in: KDD (2016)

Keyphrases

linear classification
coordinate descent method
linear classifiers
simple and easy to implement
convex optimization
loss function
document classification
linear support vector machines
linear svm
maximum margin
multi class boosting
hyperplane
multi class
support vector
image classification
denoising
pairwise