Geodesic Convexity of the Symmetric Eigenvalue Problem and Convergence of Steepest Descent
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We study the convergence of the Riemannian steepest descent algorithm on the Grassmann manifold for minimizing the block version of the Rayleigh quotient of a symmetric matrix. Even though this problem is non-convex in the Euclidean sense and only very locally... ...
