SIMPLE: A Gradient Estimator for k-subset sampling (bibtex)
by Kareem Ahmed, Zhe Zeng, Mathias Niepert and Guy Van den Broeck
Reference:
Kareem Ahmed, Zhe Zeng, Mathias Niepert and Guy Van den Broeck. SIMPLE: A Gradient Estimator for k-subset sampling, In ICML 2023 Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators, 2023.
Bibtex Entry:
@inproceedings{AhmedDAE23,
author = {Ahmed, Kareem and Zeng, Zhe and Niepert, Mathias and Van den Broeck, Guy},
title = {SIMPLE: A Gradient Estimator for k-subset sampling},
booktitle = {ICML 2023 Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators},
month = {jul},
year = {2023},
url = "http://starai.cs.ucla.edu/papers/AhmedICLR23.pdf",
code = "https://github.com/UCLA-StarAI/SIMPLE",
keywords = {workshop, duplicate}
}PDF Preview:
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