Optimization of a linear SVM primal and dual problems using various optimization methods:
- Barrier method with backtracking line search
- Barrier method with Damped Newton
- Coordinate descent method
Boyd, S. and Vandenberghe, L. (2009). Convex optimization. New York: Cambridge University Press.