Convex Optimization

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

References

Boyd, S. and Vandenberghe, L. (2009). Convex optimization. New York: Cambridge University Press.