Under a quantitative ridge condition, the reduced problem is convex-concave and the projected outer iteration satisfies an explicit contraction bound for inexact inner solves

Under a quantitative ridge condition, the reduced problem is convex--concave, and the projected outer iteration satisfies an explicit contraction bound for inexact inner solves.

http://arxiv.org/abs/2608.25145v1