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Learning with submodular functions: a convex optimization perspective
Learning with Submodular Functions 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.
| Autor principal: | |
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| Lenguaje: | eng |
| Publicado: |
Now Publishers
2013
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2762143 |
| _version_ | 1780970649531973632 |
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| author | Bach, Francis |
| author_facet | Bach, Francis |
| author_sort | Bach, Francis |
| collection | CERN |
| description | Learning with Submodular Functions 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. |
| id | cern-2762143 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2013 |
| publisher | Now Publishers |
| record_format | invenio |
| spelling | cern-27621432021-04-21T16:39:15Zhttp://cds.cern.ch/record/2762143engBach, FrancisLearning with submodular functions: a convex optimization perspectiveXXLearning with Submodular Functions 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.Now Publishersoai:cds.cern.ch:27621432013 |
| spellingShingle | XX Bach, Francis Learning with submodular functions: a convex optimization perspective |
| title | Learning with submodular functions: a convex optimization perspective |
| title_full | Learning with submodular functions: a convex optimization perspective |
| title_fullStr | Learning with submodular functions: a convex optimization perspective |
| title_full_unstemmed | Learning with submodular functions: a convex optimization perspective |
| title_short | Learning with submodular functions: a convex optimization perspective |
| title_sort | learning with submodular functions: a convex optimization perspective |
| topic | XX |
| url | http://cds.cern.ch/record/2762143 |
| work_keys_str_mv | AT bachfrancis learningwithsubmodularfunctionsaconvexoptimizationperspective |