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• 10:30, 15 February 2023 Admin talk contribs created page Approximate Hard-Margin SVM (Created page with "{{DISPLAYTITLE:Approximate Hard-Margin SVM (Support Vector Machines (SVM))}} == Description == A (primal) hard-margin SVM is an optimization problem of the following form: $\min\limits_{\alpha_1,\ldots,\alpha_n\geq 0} \frac{1}{2} \sum \limits_{i,j = 1}^n \alpha_i \alpha_j y_i y_j k(x_i, x_j)$ subject to $y_i f(x_i) \geq 1, i = 1, \ldots, n$ where $f(x) := \sum_{i=1}^n \alpha_i y_i k(x_i, x)$ == Parameters == No parameters found. == Table of Algorithms == Curre...")