A Class of Parallel Decomposition Algorithms for SVMs Training

Andrea Manno, Laura Palagi, Simone Sagratella

The training of Support Vector Machines may be a very difficult task when dealing with very large datasets. The memory requirement and the time consumption of the SVMs algorithms g…