Generalization Bounds for Uniformly Stable Algorithms

Vitaly Feldman, Jan Vondrák. Generalization Bounds for Uniformly Stable Algorithms. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9770-9780, 2018. [doi]

@inproceedings{FeldmanV18,
  title = {Generalization Bounds for Uniformly Stable Algorithms},
  author = {Vitaly Feldman and Jan Vondrák},
  year = {2018},
  url = {http://papers.nips.cc/paper/8182-generalization-bounds-for-uniformly-stable-algorithms},
  researchr = {https://researchr.org/publication/FeldmanV18},
  cites = {0},
  citedby = {0},
  pages = {9770-9780},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}