Articles with "submodular functions" as a keyword



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Coxeter submodular functions and deformations of Coxeter permutahedra

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Published in 2020 at "Advances in Mathematics"

DOI: 10.1016/j.aim.2020.107039

Abstract: We describe the cone of deformations of a Coxeter permutahedron, or equivalently, the nef cone of the toric variety associated to a Coxeter complex. This family of polytopes contains polyhedral models for the Coxeter-theoretic analogs… read more here.

Keywords: functions deformations; deformations coxeter; coxeter permutahedra; submodular functions ... See more keywords
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Robust Maximization of Correlated Submodular Functions Under Cardinality and Matroid Constraints

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Published in 2021 at "IEEE Transactions on Automatic Control"

DOI: 10.1109/tac.2021.3061656

Abstract: Submodular maximization has applications in networked control, data summarization, and path planning, among other areas. While several efficient algorithms with provable optimality bounds have been developed for maximizing a single submodular function, the more computationally… read more here.

Keywords: maximization correlated; cardinality; robust maximization; maximization ... See more keywords