Articles with "geometrically strongly" as a keyword



Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence

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Published in 2024 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2024.3371025

Abstract: The great success of deep learning poses an urgent challenge to establish the theoretical basis for its working mechanism. Recently, research on the convergence of deep neural networks (DNNs) has made great progress. However, the… read more here.

Keywords: learning rates; strongly mixing; rates deep; geometrically strongly ... See more keywords