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]

@inproceedings{BoquetTMSV20,
  title = {Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm},
  author = {Guillem Boquet and Edwar Macias Toro and Antoni Morell and Javier Serrano 0001 and José López Vicario},
  year = {2020},
  doi = {10.23919/Eusipco47968.2020.9287226},
  url = {https://doi.org/10.23919/Eusipco47968.2020.9287226},
  researchr = {https://researchr.org/publication/BoquetTMSV20},
  cites = {0},
  citedby = {0},
  pages = {1512-1516},
  booktitle = {28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, Netherlands, January 18-21, 2021},
  publisher = {IEEE},
  isbn = {978-9-0827-9705-3},
}