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Quantitative Finance · Glossário

O que é Denoising autoencoder?

Definition 10.3 Machine Learning for Markets · Capítulo 10 — Representation Learning

A denoising autoencoder reconstructs the clean input from a corrupted copy (entries masked to zero, Gaussian noise added), so that the code must capture the input’s structure rather than copy it (Vincent et al., 2008).

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