A Parametric Optimization Method for Machine Learning

The classification problem of constructing a plane to separate the members of two sets can be formulated as a parametric bilinear program. This approach was originally created to minimize the number of points misclassified. However, a novel interpretation of the algorithm is that the subproblems rep... View More