Learning with Submodular Functions: A Convex Optimization Perspective - Foundations and Trends (R) in Machine Learning - Francis Bach - Bøker - now publishers Inc - 9781601987563 - 4. desember 2013
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Learning with Submodular Functions: A Convex Optimization Perspective - Foundations and Trends (R) in Machine Learning

Francis Bach

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Learning with Submodular Functions: A Convex Optimization Perspective - Foundations and Trends (R) in Machine Learning

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.


258 pages

Media Bøker     Pocketbok   (Bok med mykt omslag og limt rygg)
Utgitt 4. desember 2013
ISBN13 9781601987563
Utgivere now publishers Inc
Antall sider 258
Mål 156 × 234 × 14 mm   ·   367 g
Språk Engelsk  

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