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- W4287214510 abstract "In this paper, it is shown that an auto-encoder using optimal reconstruction significantly outperforms a conventional auto-encoder. Optimal reconstruction uses the conditional mean of the input given the features, under a maximum entropy prior distribution. The optimal reconstruction network, which is called deterministic projected belied network (D-PBN), resembles a standard reconstruction network, but with special non-linearities that mist be iteratively solved. The method, which can be seen as a generalization of maximum entropy image reconstruction, extends to multiple layers. In experiments, mean square reconstruction error reduced by up to a factor of two. The performance improvement diminishes for deeper networks, or for input data with unconstrained values (Gaussian assumption)." @default.
- W4287214510 created "2022-07-25" @default.
- W4287214510 creator A5013350630 @default.
- W4287214510 date "2021-04-13" @default.
- W4287214510 modified "2023-09-24" @default.
- W4287214510 title "Maximum Entropy Auto-Encoding" @default.
- W4287214510 doi "https://doi.org/10.48550/arxiv.2104.07448" @default.
- W4287214510 hasPublicationYear "2021" @default.
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