Random projections: A remedy for overfitting issues in time series prediction with echo state networks

Lucie Daubigney, Matthieu Geist, Olivier Pietquin. Random projections: A remedy for overfitting issues in time series prediction with echo state networks. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013. pages 3253-3257, IEEE, 2013. [doi]

@inproceedings{DaubigneyGP13,
  title = {Random projections: A remedy for overfitting issues in time series prediction with echo state networks},
  author = {Lucie Daubigney and Matthieu Geist and Olivier Pietquin},
  year = {2013},
  doi = {10.1109/ICASSP.2013.6638259},
  url = {http://dx.doi.org/10.1109/ICASSP.2013.6638259},
  researchr = {https://researchr.org/publication/DaubigneyGP13},
  cites = {0},
  citedby = {0},
  pages = {3253-3257},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013},
  publisher = {IEEE},
}