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Which submodular functions are expressible using binary submodular functions?
Submodular functions occur in many combinatorial optimisation problems and a number of polynomial-time algorithms have been devised to minimise such functions. The time complexity of the fastest known general algorithm for submodular function minimisation (SFM) is O(n^6+n^5L), where n is the number of variables and L is the time required to evaluate ...
Živný, S, Jeavons, P
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Multi-Objective Maximization of Monotone Submodular Functions with\n Cardinality Constraint [PDF]
Rajan Udwani
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Learning and Optimization with Submodular Functions [PDF]
Bharath Sankaran +4 more
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Exploiting submodular value functions for scaling up active perception [PDF]
Yash Satsangi +3 more
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An Exact Method for Constrained Maximization of the Conditional Value-at-Risk of a Class of Stochastic Submodular Functions [PDF]
Hao-Hsiang Wu, Si̇mge Küçükyavuz
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Comments on the proof of adaptive submodular function minimization [PDF]
Nan Feng, Venkatesh Saligrama
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AN EFFICIENT BRANCH-AND-CUT ALGORITHM FOR SUBMODULAR FUNCTION MAXIMIZATION
Naoya Uematsu +2 more
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Optimal Bounds on Approximation of Submodular and XOS Functions by\n Juntas [PDF]
Vitaly Feldman, Jan Vondrák
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On the Reducibility of Submodular Functions [PDF]
Jincheng Mei, Hao Zhang, Bao‐Liang Lu
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