Generalization Error Bounds for Multiclass Sparse Linear Classifiers

T Levy; F Abramovich

Generalization Error Bounds for Multiclass Sparse Linear Classifiers

Research output: Contribution to journal › Article › peer-review

Original language	American English
Article number	151
Pages (from-to)	1-35
Number of pages	35
Journal	Journal of Machine Learning Research
Volume	24
State	Published - 2023

Keywords

Feature selection
High-dimensionality
Minimaxity
Misclassification excess risk
Sparsity

Cite this

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title = "Generalization Error Bounds for Multiclass Sparse Linear Classifiers",

keywords = "Feature selection, High-dimensionality, Minimaxity, Misclassification excess risk, Sparsity",

author = "T Levy and F Abramovich",

year = "2023",

language = "American English",

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journal = "Journal of Machine Learning Research",

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AU - Abramovich, F

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KW - Minimaxity

KW - Misclassification excess risk

KW - Sparsity

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JO - Journal of Machine Learning Research

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Generalization Error Bounds for Multiclass Sparse Linear Classifiers

Keywords

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