Shape Matters: Understanding the Implicit Bias of the Noise Covariance

Jeff Z. HaoChen, Colin Wei, Jason D. Lee, Tengyu Ma 0001. Shape Matters: Understanding the Implicit Bias of the Noise Covariance. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 2315-2357, PMLR, 2021. [doi]

@inproceedings{HaoChenWL021,
  title = {Shape Matters: Understanding the Implicit Bias of the Noise Covariance},
  author = {Jeff Z. HaoChen and Colin Wei and Jason D. Lee and Tengyu Ma 0001},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/haochen21a.html},
  researchr = {https://researchr.org/publication/HaoChenWL021},
  cites = {0},
  citedby = {0},
  pages = {2315-2357},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}