A Well-Tempered Landscape for Non-convex Robust Subspace Recovery

Tyler Maunu, Teng Zhang, Gilad Lerman

We present a mathematical analysis of a non-convex energy landscape for robust subspace recovery. We prove that an underlying subspace is the only stationary point and local minimi…