Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight NormDownload PDFOpen Website

2022 (modified: 21 Sept 2022)COLT 2022Readers: Everyone
Abstract: We provide a function space characterization of the inductive bias resulting from minimizing the $\ell_2$ norm of the weights in multi-channel convolutional neural networks with linear activations ...
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