This paper addresses sparse signal reconstruction under various types of...
Recently non-convex optimization approaches for solving machine learning...
Polynomial optimization problems over binary variables can be expressed ...
In engineering applications almost all processes are described with the ...
This article considers the recovery of low-rank matrices via a convex
nu...
In this paper, we consider the problem of joint antenna selection and an...
We study a simplistic model of instationary gas flows consisting of a
se...