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Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model - MaRDI portal

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Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model (Q6616182)

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scientific article; zbMATH DE number 7923796
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English
Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model
scientific article; zbMATH DE number 7923796

    Statements

    Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model (English)
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    8 October 2024
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    convolutional neural networks
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    convergence rates
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    curse of dimensionality
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    image classification
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    statistical risk bounds
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