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01/02/2022
On the convex hull of convex quadratic optimization problems with indicators
We consider the convex quadratic optimization problem with indicator var...
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06/30/2020
Ideal formulations for constrained convex optimization problems with indicator variables
Motivated by modern regression applications, in this paper, we study the...
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05/29/2020
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks
Bayesian Networks (BNs) represent conditional probability relations amon...
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03/12/2020
A Polyhedral Approach to Bisubmodular Function Minimization
We consider minimization problems with bisubmodular objective functions....
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04/23/2019