Concentration estimates for learning with \(\ell ^{1}\)-regularizer and data dependent hypothesis spaces (Q550498)
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scientific article; zbMATH DE number 5919261
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Concentration estimates for learning with \(\ell ^{1}\)-regularizer and data dependent hypothesis spaces |
scientific article; zbMATH DE number 5919261 |
Statements
Concentration estimates for learning with \(\ell ^{1}\)-regularizer and data dependent hypothesis spaces (English)
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11 July 2011
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learning theory
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data dependent hypothesis space
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\(\ell ^{1}\)-regularizer and sparsity
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concentration estimate for error analysis
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\(\ell ^{2}\)-empirical covering number
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0.89370614
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0.8929528
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0.8911181
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0.8699435
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0.8642547
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0.8621947
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0.8616551
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0.8611139
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0.85720307
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