Veronica Bloom

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We present an exterior-point method (EPM) for training dual-soft margin support vector machines (SVMs). The EPM stems from nonlinear rescaling and augmented Lagrangian methods and allows iterates to approach the solution of a constrained nonlinear optimization problem from the exterior of the feasible set. Furthermore, the EPM produces and solves a(More)
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