Before revision:  This allows our algorithm to depend on the \ell _\infty norm as opposed to the \ell_4 norm when bounding the amount of weight perturbation needed .
After revision:  This allows our algorithm to depend on the \ell _4 norm that appear in other IPM frameworks (e.g. Cohen M\k{a .