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Analysis of fast structured dictionary learning.

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第一作者： Saiprasad,Ravishankar

第一单位： Department of Computational Mathematics, Science and Engineering, Department of Biomedical Engineering, Michigan State University, East Lansing, MI 48824, USA.

作者： Saiprasad,Ravishankar ^[1] ; Anna,Ma ^[2] ; Deanna,Needell ^[3]

作者单位： Department of Computational Mathematics, Science and Engineering, Department of Biomedical Engineering, Michigan State University, East Lansing, MI 48824, USA. ^[1] Institute of Mathematical Science, Claremont Graduate University, Claremont, CA 91711, USA. ^[2] Department of Mathematics, University of California Los Angeles, Los Angeles, CA 90095, USA. ^[3]

关键词 alternating minimization convergence guarantees dictionary learning fast algorithms generative models sparse representations transform learning

DOI 10.1093/imaiai/iaz028

PMID 33343894

发布时间 2024-09-02

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Information and inference

2020年9卷4期

785-811页

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Information and inference

2020年9卷4期

785-811页

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Analysis of fast structured dictionary learning.

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Analysis of fast structured dictionary learning.

Information and inference

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