A Semantic Loss Function for Deep Learning with Symbolic Knowledge

A Semantic Loss Function for Deep Learning with Symbolic Knowledge (bibtex)

by Jingyi Xu, Zilu Zhang, Tal Friedman, Yitao Liang and Guy Van den Broeck

Reference:

Jingyi Xu, Zilu Zhang, Tal Friedman, Yitao Liang and Guy Van den Broeck. A Semantic Loss Function for Deep Learning with Symbolic Knowledge, In CoRR, volume abs/1711.11157, 2017.

Bibtex Entry:

@article{XuArxiv17,
  author    = {Xu, Jingyi and Zhang, Zilu and Friedman, Tal and Liang, Yitao and Van den Broeck, Guy},
  title     = {A Semantic Loss Function for Deep Learning with Symbolic Knowledge},
  journal   = {CoRR},
  volume    = {abs/1711.11157},
  month     = Nov,
  year      = {2017},
  url       = "http://starai.cs.ucla.edu/papers/XuICML18.pdf",
  code = "https://github.com/UCLA-StarAI/Semantic-Loss",
  keywords  = {techreport}
}

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