A bilevel optimization approach to machine learning
A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem containing one or more hyper-parameters that must be selected by the users. While cross validation is a commonly employed and widely accepted method for selecting these parameters,...
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| Médium: | Dissertation |
| Jazyk: | English |
| Vydavateľské údaje: |
ProQuest Dissertations & Theses
01.01.2008
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| ISBN: | 9780549815396, 0549815392 |
| On-line prístup: | Získať plný text |
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