Mathematics, Optimization, Data Science, Machine Learning, Duality.
basis function kernel)! However, since SVM is not technically a linear program, the theorem that ensures the equivalence between its primal and dual form is no longer the strong duality theorem, but rather the Slater’s condition. References The two main resources that I found the most useful for