Fitting small piece-wise linear neural network models to interpolate data sets

DOI10.1007/978-3-030-79891-8_7OpenAlexW4205795050MaRDI QIDQ2072583

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Publication date: 26 January 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-79891-8_7

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Artificial intelligence (68Txx)

Uses Software

• ImageNet
• AlexNet
• GOSDT

Cites Work

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• Multilayer feedforward networks are universal approximators
• Stable Image Reconstruction Using Total Variation Minimization
• A mean field view of the landscape of two-layer neural networks
• Breaking the Curse of Dimensionality with Convex Neural Networks
• Approximation by superpositions of a sigmoidal function

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