The implicit bias of gradient descent on nonseparable data

Ziwei Ji, Matus Telgarsky. The implicit bias of gradient descent on nonseparable data. In Alina Beygelzimer, Daniel Hsu 0001, editors, Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA. Volume 99 of Proceedings of Machine Learning Research, pages 1772-1798, PMLR, 2019. [doi]

@inproceedings{JiT19,
  title = {The implicit bias of gradient descent on nonseparable data},
  author = {Ziwei Ji and Matus Telgarsky},
  year = {2019},
  url = {http://proceedings.mlr.press/v99/ji19a.html},
  researchr = {https://researchr.org/publication/JiT19},
  cites = {0},
  citedby = {0},
  pages = {1772-1798},
  booktitle = {Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA},
  editor = {Alina Beygelzimer and Daniel Hsu 0001},
  volume = {99},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}