Joong-Ho (Johann) Won

Proximity Operator of the Matrix Perspective Function and its Applications

We show that the matrix perspective function, which is jointly convex in the Cartesian product of a standard Euclidean vector space and a conformal space of symmetric matrices, has a proximity operator in an almost closed form. The only implicit part is to solve a semismooth, univariate root finding…