Model complexity of deep learning: a survey

Xia Hu; Lingyang Chu; Jian Pei; Weiqing Liu; Jiang Bian

doi:10.1007/s10115-021-01605-0

Model complexity of deep learning: a survey

Xia Hu (Simon Fraser University) iD Lingyang Chu (McMaster University) iD Jian Pei (Simon Fraser University) iD Weiqing Liu (Microsoft Research Asia (China)) iD Jiang Bian (Microsoft Research Asia (China)) iD

Journal: Knowledge and Information Systems • 2021-08-22 • Springer Science+Business Media • ISSN: 0219-1377

Abstract

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Subjects & Keywords

# Stochastic Gradient Optimization Techniques # Computer Science # Advanced Neural Network Applications # Neural Networks and Applications

How to Cite this Article

                    Xia Hu, Lingyang Chu, Jian Pei, et al. (2021). "Model complexity of deep learning: a survey". Knowledge and Information Systems. https://doi.org/10.1007/s10115-021-01605-0                

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Identifiers & Provenance

DOI: https://doi.org/10.1007/s10115-021-01605-0 ↗
OpenAlex: W3195438473 ↗
Primary Index: OPENALEX