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Table of Contents
Preliminary Knowledge
Support Vector Machines
Parameter Estimations
Norm Approximation and Regulariztion
Semi-Definite Programing and Linear Matrix Inequalities
Convex Relaxation
Geometric Problems.
Support Vector Machines
Parameter Estimations
Norm Approximation and Regulariztion
Semi-Definite Programing and Linear Matrix Inequalities
Convex Relaxation
Geometric Problems.