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Learning With Submodular Functions : A Convex Optimization Perspective, Paperback by Bach, Francis, ISBN 1601987560, ISBN-13 9781601987563, Like New Used, Free P&P in the UK Presents the theory of submodular functions in a self-contained way from a convex analysis perspective, presenting tight links between certain polyhedra, combinatorial optimization and convex optimization problems. In particular, it describes how submodular function minimization is equivalent to solving a variety of convex optimization problems.
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