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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A Polynomial Algorithm for Minimizing $k$-Distant Submodular Functions [PDF]
This paper considers the minimization problem of relaxed submodular functions. For a positive integer $k$, a set function is called $k$-distant submodular if the submodular inequality holds for every pair whose symmetric difference is at least $k$.
Mizutani, Ryuhei
core
Analyzing greedy vaccine allocation algorithms for metapopulation disease models. [PDF]
Keithley J +3 more
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Semi-streaming algorithms for submodular matroid intersection. [PDF]
Garg P, Jordan L, Svensson O.
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GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT. [PDF]
Wang Z, Yuan X, Chen J.
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Infodemic Source Detection with Information Flow: Foundations and Scalable Computation. [PDF]
Wang Z, Zhao C, Zhou Q, Tan CW, Chan C.
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Information Inequalities via Submodularity and a Problem in Extremal Graph Theory. [PDF]
Sason I.
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Identifying representative sequences of protein families using submodular optimization. [PDF]
Nguyen H +5 more
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Universal Optimization for Non-Clairvoyant Subadditive Joint Replenishment. [PDF]
Ezra T +4 more
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The Ground-Set-Cost Budgeted Maximum Coverage Problem. [PDF]
van Heuven van Staereling I +2 more
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