Curriculum Learning

2009 inproceedings bengio2009curriculum ○ Not yet verified

Authors

Yoshua Bengio, Jerome Louradour, Ronan Collobert, Jason Weston

Venue

ICML 2009

Abstract

Introduces curriculum learning: training models on examples of increasing difficulty. Shows this acts as a continuation method for non-convex optimization, improving both convergence speed and final generalization.

BibTeX

Local Entry

@inproceedings{bengio2009curriculum,
  title = {Curriculum Learning},
  author = {Yoshua Bengio and Jerome Louradour and Ronan Collobert and Jason Weston},
  year = {2009},
  booktitle = {ICML 2009},
  url = {https://dl.acm.org/doi/10.1145/1553374.1553380},
  abstract = {Introduces curriculum learning: training models on examples of increasing difficulty. Shows this acts as a continuation method for non-convex optimization, improving both convergence speed and final generalization.}
}

From OPENALEX

@inproceedings{bengio2009curriculum,
  title = {Curriculum learning},
  author = {Yoshua Bengio and Jérôme Louradour and Ronan Collobert and Jason Weston},
  year = {2009},
  doi = {10.1145/1553374.1553380}
}