Statistical guarantees for regularized neural networks.

Taheri, Mahsa; Xie, Fang; Lederer, Johannes

Taheri, Mahsa; Xie, Fang; Lederer, Johannes.

Affiliation

Taheri M; Department of Mathematics, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany. Electronic address: mahsa.taheri@rub.de.
Xie F; Department of Mathematics, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany. Electronic address: fang.xie@rub.de.
Lederer J; Department of Mathematics, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany. Electronic address: johannes.lederer@rub.de.

Neural Netw ; 142: 148-161, 2021 Oct.

Article in En | MEDLINE | ID: mdl-34000562

Subject(s)

Neural Networks, Computer; Least-Squares Analysis; Mathematics

Key words

Deep learning; Neural networks; Prediction guarantees; Regularization

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer Type of study: Prognostic_studies Language: En Journal: Neural Netw Journal subject: NEUROLOGIA Year: 2021 Document type: Article Country of publication: United States

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