COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects

Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen. COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 40277-40289, PMLR, 2023. [doi]

@inproceedings{YuLYYW23,
  title = {COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects},
  author = {Anlan Yu and Ning Lyu and Jieming Yin and Zhiyuan Yan and Wujie Wen},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/yu23a.html},
  researchr = {https://researchr.org/publication/YuLYYW23},
  cites = {0},
  citedby = {0},
  pages = {40277-40289},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}