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math.OC2023
A Smoothing Algorithm for l1 Support Vector Machines
Ibrahim Emirahmetoglu, Jeffrey Hajewski, Suely Oliveira +1
A smoothing algorithm is presented for solving the soft-margin Support Vector Machine (SVM) optimization problem with an penalty. This algorithm is designed to require a…
math.OC2018
Smoothed Hinge Loss and Support Vector Machines
Jeffrey Hajewski, Suely Oliveira, David E. Stewart
A new algorithm is presented for solving the soft-margin Support Vector Machine (SVM) optimization problem with an penalty. This algorithm is designed to require a modes…