Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions

Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta. Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 5390-5401, 2021. [doi]

@inproceedings{CardereraBP21,
  title = {Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions},
  author = {Alejandro Carderera and Mathieu Besançon and Sebastian Pokutta},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/2b323d6eb28422cef49b266557dd31ad-Abstract.html},
  researchr = {https://researchr.org/publication/CardereraBP21},
  cites = {0},
  citedby = {0},
  pages = {5390-5401},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}