Universal approximation on metric spaces

Journal of Mathematical Analysis and Applications（2023）

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摘要

We give sufficient conditions for a family of continuous maps on a metric space to approximate every continuous map. This is done through a new extension property on metric spaces inspired by the absolute extensor [5]. An application to continuous-time deep residual networks is included.

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关键词

Approximation,Metric spaces,Extension,Deep residual networks

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