Author name: Hansung Kim, Siddharth H. Nair, Francesco Borrelli

arXiv:2605.09171v2 Announce Type: replace
Abstract: We present SHIELD, a hierarchical algorithm that reduces both the decision-variable dimension and the constraint set in $\ell_1$-regularized convex programs. From strong convexity and Lagrangian dual…

arXiv:2605.09171v1 Announce Type: new
Abstract: We present SHIELD, a hierarchical algorithm that reduces both the decision-variable dimension and the constraint set in $\ell_1$-regularized convex programs. From strong convexity and Lagrangian duality,…