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 Proceedings of the 35th International Conference on Machine Learning (ICML), 2018.

Bibtex Entry:

@inproceedings{XuICML18,
  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},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning (ICML)},
  url       = "http://starai.cs.ucla.edu/papers/XuICML18.pdf",
  video     = "https://vimeo.com/312299467",
  code = "https://github.com/UCLA-StarAI/Semantic-Loss",
  month     = jul,
  year      = {2018},
  keywords  = {conference,selective}
}

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