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Error bounds for approximations with deep ReLU networks

Neural Networks · 2017 · Vol. 94 · pp. 103–114
Dmitry Yarotsky
Machine Learning and AlgorithmsStochastic Gradient Optimization TechniquesNeural Networks and ApplicationsApproximations of πLipschitz continuityComputer scienceSobolev spaceArtificial neural networkDeep learningNetwork architectureUpper and lower boundsAlgorithmMathematics

MeSH terms

Neural Networks, Computer

Funding

  • Skolkovo Institute of Science and Technology
Citations
1,059
FWCI
51.10
field-weighted impact
References
42
Percentile
100%
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Citations per year
References
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Deep learning
Nature · 2015 · 79,164 citations
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