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05/25/2023
Vector-Valued Variation Spaces and Width Bounds for DNNs: Insights on Weight Decay Regularization
Deep neural networks (DNNs) trained to minimize a loss term plus the sum...
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10/06/2022
A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets
Weight decay is one of the most widely used forms of regularization in d...
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08/27/2021
