Efficient minimization of higher order submodular functions using monotonic Boolean functions

<p>Submodular function minimization is a key problem in a wide variety of applications in machine learning, economics, game theory, computer vision, and many others. The general solver has a complexity of O(n3 log2 n:E + n4logO(1)n) where E is the time required to evaluate the function and n i...

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Bibliographic Details
Main Authors: Ramalingam, S, Russell, C, Ladický, L, Torr, P
Format: Journal article
Published: Elsevier 2017