Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks
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Several imaging algorithms including patch-based image denoising, image time series recovery, and convolutional neural networks can be thought of as methods that exploit the manifold structure of signals. While the empirical performance of these algorithms is ... ...