Machine Learning, Linear Programming, Data Science.
we simply set and hence the optimal value to D(λ) is We denote this expression as (E) for the rest of the post. to solve (D), we simply need to find λ that minimizes this expression (E). Solving the dual LP We show how the compact form of the dual given as finding λ to minimize (E) provides a