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 Proceedings of the International Conference on Learning Representations (ICLR), 2023.
Bibtex Entry:
@inproceedings{AhmedICLR23,
author = {Ahmed, Kareem and Zeng, Zhe and Niepert, Mathias and Van den Broeck, Guy},
title = {SIMPLE: A Gradient Estimator for k-subset sampling},
booktitle = {Proceedings of the International Conference on Learning Representations (ICLR)},
month = 5,
year = {2023},
url = "http://starai.cs.ucla.edu/papers/AhmedICLR23.pdf",
code = "https://github.com/UCLA-StarAI/SIMPLE",
keywords = {conference,selective}
}PDF Preview:
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