NeurIPS 2019poster31 citations
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration
Robert Kleinberg, Kevin Leyton-Brown, Brendan Lucier, Devon Graham
Abstract
Algorithm configuration methods optimize the performance of a parameterized heuristic algorithm on a given distribution of problem instances. Recent work introduced an algorithm configuration procedure (
BibTeX
@inproceedings{NEURIPS2019_538a50fb,
author = {Kleinberg, Robert and Leyton-Brown, Kevin and Lucier, Brendan and Graham, Devon},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
pages = {},
publisher = {Curran Associates, Inc.},
title = {Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration},
url = {https://proceedings.neurips.cc/paper_files/paper/2019/file/538a50fb36b97123adc3627cbdb223bf-Paper.pdf},
volume = {32},
year = {2019}
}