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math.OC2022
Linear optimization over homogeneous matrix cones
Levent Tunçel, Lieven Vandenberghe
A convex cone is homogeneous if its automorphism group acts transitively on the interior of the cone, i.e., for every pair of points in the interior of the cone, there exists a con…
math.OC2022★ 15 cited
Bregman three-operator splitting methods
Xin Jiang, Lieven Vandenberghe
The paper presents primal-dual proximal splitting methods for convex optimization, in which generalized Bregman distances are used to define the primal and dual proximal update ste…