Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm

Guillem Boquet, Edwar Macias Toro, Antoni Morell, Javier Serrano 0001, José López Vicario. Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm. In 28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, Netherlands, January 18-21, 2021. pages 1512-1516, IEEE, 2020. [doi]

Abstract

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