When does loss-based prioritization fail?
TL;DR
Treating examples with higher loss as more important doesn't work in some cases.
Venue
In ICML 2021 Workshop of SubSetML: Subset Selection in Machine Learning: From Theory to Practice.
BibTeX
@article{hu2021does,
title={When does loss-based prioritization fail?},
author={Niel Teng Hu and Xinyu Hu and Rosanne Liu and Sara Hooker and Jason Yosinski},
year={2021},
eprint={2107.07741},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
title={When does loss-based prioritization fail?},
author={Niel Teng Hu and Xinyu Hu and Rosanne Liu and Sara Hooker and Jason Yosinski},
year={2021},
eprint={2107.07741},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
Date
July, 2021