Literature DB >> 33060299

Another step toward demystifying deep neural networks.

Michael Elad1, Dror Simon2, Aviad Aberdam3.   

Abstract

Year:  2020        PMID： 33060299      PMCID： PMC7959547          DOI： 10.1073/pnas.2018957117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


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  4 in total

1.  Invariant scattering convolution networks.

Authors:  Joan Bruna; Stéphane Mallat
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2013-08       Impact factor: 6.226

2.  On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks.

Authors:  Jeremias Sulam; Aviad Aberdam; Amir Beck; Michael Elad
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2019-03-11       Impact factor: 6.226

3.  Reconciling modern machine-learning practice and the classical bias-variance trade-off.

Authors:  Mikhail Belkin; Daniel Hsu; Siyuan Ma; Soumik Mandal
Journal:  Proc Natl Acad Sci U S A       Date:  2019-07-24       Impact factor: 11.205
  4 in total

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