Ensembles of Lasso Screening Rules
In order to solve large-scale lasso problems, screening algorithms have been developed that discard features with zero coefficients based on a computationally efficient screening rule. Most existing screening rules were developed from a spherical constraint and half-space constraints on a dual optim...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 12 vom: 28. Dez., Seite 2841-2852
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| 1. Verfasser: |
Lee, Seunghak
(VerfasserIn) |
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| Weitere Verfasser: |
Gornitz, Nico,
Xing, Eric P,
Heckerman, David,
Lippert, Christoph |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2018
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't |
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