🏢 Department of Mathematics and Statistics, Old Dominion University
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
·2240 words·11 mins·
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Machine Learning
Deep Learning
🏢 Department of Mathematics and Statistics, Old Dominion University
Multi-Grade Deep Learning (MGDL) conquers spectral bias in deep neural networks by incrementally learning low-frequency components, ultimately capturing high-frequency features through composition.