Support Vector Machine, Machine Learning.
dual problems are equal. Sometimes the Dual problem can often be used to provide insights into the structure of the primal problem. Additionally, the dual problem can often be used to solve the primal problem more efficiently. Thus the existence of an optimal solution to any one of them ensures an