The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training

Dumitru Erhan, Pierre-Antoine Manzagol, Yoshua Bengio, Samy Bengio, Pascal Vincent. The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training. Journal of Machine Learning Research, 5:153-160, 2009. [doi]

@article{ErhanMBBV09,
  title = {The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training},
  author = {Dumitru Erhan and Pierre-Antoine Manzagol and Yoshua Bengio and Samy Bengio and Pascal Vincent},
  year = {2009},
  url = {http://www.jmlr.org/proceedings/papers/v5/erhan09a.html},
  tags = {architecture, Pascal},
  researchr = {https://researchr.org/publication/ErhanMBBV09},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {5},
  pages = {153-160},
}