Counterexample-Guided Learning of Monotonic Neural Networks (bibtex)
by Aishwarya Sivaraman, Golnoosh Farnadi, Todd Millstein and Guy Van den Broeck
Reference:
Aishwarya Sivaraman, Golnoosh Farnadi, Todd Millstein and Guy Van den Broeck. Counterexample-Guided Learning of Monotonic Neural Networks, In Advances in Neural Information Processing Systems 33 (NeurIPS), 2020.
Bibtex Entry:
@inproceedings{SivaramanNeurIPS20,
title = {Counterexample-Guided Learning of Monotonic Neural Networks},
author = {Sivaraman, Aishwarya and Farnadi, Golnoosh and Millstein, Todd and Van den Broeck, Guy},
booktitle = {Advances in Neural Information Processing Systems 33 (NeurIPS)},
month = 12,
year = {2020},
url = "http://starai.cs.ucla.edu/papers/SivaramanNeurIPS20.pdf",
video = "https://slideslive.com/38936928/counterexampleguided-learning-of-monotonic-neural-networks",
code = "https://github.com/AishwaryaSivaraman/COMET",
keywords = {conference,selective}
}PDF Preview:
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