<ul><li>A new universal operator approximation theorem has been presented for encoder-decoder architectures.</li><li>The theorem focuses on approximating continuous operators in normed or metric spaces.</li><li>The study explores the case where the approximating operator sequence can be chosen independently of the compact sets.</li><li>The new approximation property tailored to encoder-decoder architectures ensures uniform convergence on every compact subset.</li></ul>

New universal operator approximation theorem for encoder-decoder architectures (Preprint)

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