Ruoqi Shen, Sébastien Bubeck, Suriya Gunasekar. Data Augmentation as Feature Manipulation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 19773-19808, PMLR, 2022. [doi]
@inproceedings{ShenBG22,
title = {Data Augmentation as Feature Manipulation},
author = {Ruoqi Shen and Sébastien Bubeck and Suriya Gunasekar},
year = {2022},
url = {https://proceedings.mlr.press/v162/shen22a.html},
researchr = {https://researchr.org/publication/ShenBG22},
cites = {0},
citedby = {0},
pages = {19773-19808},
booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
volume = {162},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}