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L4: Practical loss-based stepsize adaptation for deep learning

2018

Conference Paper

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Author(s): Michal Rolinek and Georg Martius
Book Title: Advances in Neural Information Processing Systems 31 (NeurIPS 2018)
Pages: 6434--6444
Year: 2018
Editors: S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett
Publisher: Curran Associates, Inc.

Department(s): Autonomous Learning
Research Project(s): Stepsize adaptation for stochastic optimization
Bibtex Type: Conference Paper (inproceedings)

URL: http://papers.nips.cc/paper/7879-l4-practical-loss-based-stepsize-adaptation-for-deep-learning.pdf

Links: Github

BibTex

@inproceedings{RolinekMartius2018:L4,
  title = {L4: Practical loss-based stepsize adaptation for deep learning},
  author = {Rolinek, Michal and Martius, Georg},
  booktitle = {Advances in Neural Information Processing Systems 31 (NeurIPS 2018)},
  pages = {6434--6444},
  editors = {S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett},
  publisher = {Curran Associates, Inc.},
  year = {2018},
  url = {http://papers.nips.cc/paper/7879-l4-practical-loss-based-stepsize-adaptation-for-deep-learning.pdf}
}