PYLON: A PyTorch Framework for Learning with Constraints

PYLON: A PyTorch Framework for Learning with Constraints (bibtex)

by Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang, Parisa Kordjamshidi, Vivek Srikumar, Guy Van den Broeck and Sameer Singh

View — Paper PDF — Code

Reference:

Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang, Parisa Kordjamshidi, Vivek Srikumar, Guy Van den Broeck and Sameer Singh. PYLON: A PyTorch Framework for Learning with Constraints, In Proceedings of the 36th AAAI Conference on Artificial Intelligence (Demo Track), 2022.

Bibtex Entry:

@inproceedings{AhmedAAAI22,
    title     = {PYLON: A PyTorch Framework for Learning with Constraints},
    author    = {Ahmed, Kareem and Li, Tao and Ton, Thy and Guo, Quan and Chang, Kai-Wei and Kordjamshidi, Parisa, and Srikumar, Vivek, and Van den Broeck, Guy and Singh, Sameer},
    booktitle = {Proceedings of the 36th AAAI Conference on Artificial Intelligence (Demo Track)},
    month     = {feb},
    year      = {2022},
    url       = "http://starai.cs.ucla.edu/papers/AhmedAAAI22.pdf",
    code      = "https://github.com/pylon-lib/pylon",
    keywords  = {conference}
}

PDF Preview: