Efficient SVM Training Using Parallel Primal-Dual Interior Point Method on GPU.
Jing JinXianggao CaiXiaola LinPublished in: PDCAT (2013)
Keyphrases
- training examples
- primal dual
- interior point methods
- linear programming
- convex optimization
- interior point algorithm
- linear program
- learning algorithm
- linear programming problems
- convergence rate
- approximation algorithms
- semidefinite programming
- svm training
- computationally intensive
- quadratic programming
- matrix factorization