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Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Authors: Gintare Karolina Dziugaite, Daniel M. Roy

Year: 2017

Venue: UAI

Type: inproceedings

URL: https://arxiv.org/abs/1703.11008

arXiv: 1703.11008

Cite as: [@dziugaite2017computing]

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BibTeX

@inproceedings{dziugaite2017computing,
  title = {Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data},
  author = {Gintare Karolina Dziugaite and Daniel M. Roy},
  year = {2017},
  booktitle = {UAI},
  url = {https://arxiv.org/abs/1703.11008}
}

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