Zhou, Shuisheng; Cui, Jiangtao; Ye, Feng; Liu, Hongwei; … - In: Computational Optimization and Applications 56 (2013) 3, pp. 599-617
The quadratically convergent algorithms for training SVM with smoothing methods are discussed in this paper. By smoothing the objective function of an SVM formulation, Lee and Mangasarian [Comput. Optim. Appl. 20(1):5-22, <CitationRef CitationID="CR17">2001</CitationRef>] presented one such algorithm called SSVM and proved that the error...</citationref>