Besov Function Approximation and Binary Classification on
Low-Dimensional Manifolds Using Convolutional Residual Networks
Hao Liu 1 Minshuo Chen 2 Tuo Zhao 2 Wenjing Liao 3
Abstract The success of deep learning clearly demonstrates the great
power of neural networks in representing complex data.
Most of existing statistical theories on deep neural In the past decades, the representation power of neural ...


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