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12/04/2022
Classification by sparse additive models
We consider (nonparametric) sparse additive models (SpAM) for classifica...
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04/13/2022
Generalization Error Bounds for Multiclass Sparse Linear Classifiers
We consider high-dimensional multiclass classification by sparse multino...
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03/04/2020
Multiclass classification by sparse multinomial logistic regression
In this paper we consider high-dimensional multiclass classification by ...
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10/30/2017
Solution of linear ill-posed problems by model selection and aggregation
We consider a general statistical linear inverse problem, where the solu...
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06/26/2017
High-dimensional classification by sparse logistic regression
We consider high-dimensional binary classification by sparse logistic re...
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06/04/2015