A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines

Danny Bickson, Elad Yom-Tov, Danny Dolev

Support vector machines (SVMs) are an extremely successful type of classification and regression algorithms. Building an SVM entails solving a constrained convex quadratic programm…