84 citations · 160 across the 18 of their papers we have counts for
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math.OC2019★ 18 cited
TSSOS: A Moment-SOS hierarchy that exploits term sparsity
Jie Wang, Victor Magron, Jean-Bernard Lasserre
This paper is concerned with polynomial optimization problems. We show how to exploit term (or monomial) sparsity of the input polynomials to obtain a new converging hierarchy of s…
math.OC2019★ 3 cited
A second order cone characterization for sums of nonnegative circuits
Jie Wang, Victor Magron
The second-order cone is a class of simple convex cones and optimizing over them can be done more efficiently than with semidefinite programming. It is interesting both in theory a…