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06/17/2021
Recovery under Side Constraints
This paper addresses sparse signal reconstruction under various types of...
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02/11/2020
IPBoost – Non-Convex Boosting via Integer Programming
Recently non-convex optimization approaches for solving machine learning...
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11/15/2019
Integrality of Linearizations of Polynomials over Binary Variables using Additional Monomials
Polynomial optimization problems over binary variables can be expressed ...
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10/18/2019
Identification of Model Uncertainty via Optimal Design of Experiments applied to a Mechanical Press
In engineering applications almost all processes are described with the ...
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07/22/2019
Block-sparse Recovery of Semidefinite Systems and Generalized Null Space Conditions
This article considers the recovery of low-rank matrices via a convex nu...
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02/22/2018
Joint Antenna Selection and Phase-Only Beamforming Using Mixed-Integer Nonlinear Programming
In this paper, we consider the problem of joint antenna selection and an...
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08/29/2017