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09/13/2022
Tractable hierarchies of convex relaxations for polynomial optimization on the nonnegative orthant
We consider polynomial optimization problems (POP) on a semialgebraic se...
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02/09/2022
Stability Analysis of Recurrent Neural Networks by IQC with Copositive Mutipliers
This paper is concerned with the stability analysis of the recurrent neu...
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01/04/2021
Comparing different subgradient methods for solving convex optimization problems with functional constraints
We provide a dual subgradient method and a primal-dual subgradient metho...
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05/06/2020