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Non-convex optimization for machine learning
Non-convex Optimization for Machine Learning takes an in-depth look at the basics of non-convex optimization with applications to machine learning. It introduces the rich literature in this area, as well as equips the reader with the tools and techniques needed to apply and analyze simple but powerf...
| Autores principales: | , |
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| Lenguaje: | eng |
| Publicado: |
Now Publishers
2017
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2762158 |
| _version_ | 1780970652749004800 |
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| author | Jain, Prateek Kar, Purushottam |
| author_facet | Jain, Prateek Kar, Purushottam |
| author_sort | Jain, Prateek |
| collection | CERN |
| description | Non-convex Optimization for Machine Learning takes an in-depth look at the basics of non-convex optimization with applications to machine learning. It introduces the rich literature in this area, as well as equips the reader with the tools and techniques needed to apply and analyze simple but powerful procedures for non-convex problems. |
| id | cern-2762158 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2017 |
| publisher | Now Publishers |
| record_format | invenio |
| spelling | cern-27621582021-04-21T16:39:15Zhttp://cds.cern.ch/record/2762158engJain, PrateekKar, PurushottamNon-convex optimization for machine learningXXNon-convex Optimization for Machine Learning takes an in-depth look at the basics of non-convex optimization with applications to machine learning. It introduces the rich literature in this area, as well as equips the reader with the tools and techniques needed to apply and analyze simple but powerful procedures for non-convex problems.Now Publishersoai:cds.cern.ch:27621582017 |
| spellingShingle | XX Jain, Prateek Kar, Purushottam Non-convex optimization for machine learning |
| title | Non-convex optimization for machine learning |
| title_full | Non-convex optimization for machine learning |
| title_fullStr | Non-convex optimization for machine learning |
| title_full_unstemmed | Non-convex optimization for machine learning |
| title_short | Non-convex optimization for machine learning |
| title_sort | non-convex optimization for machine learning |
| topic | XX |
| url | http://cds.cern.ch/record/2762158 |
| work_keys_str_mv | AT jainprateek nonconvexoptimizationformachinelearning AT karpurushottam nonconvexoptimizationformachinelearning |