Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes

Jun Yang, Shengyang Sun, Daniel M. Roy 0001. Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 10802-10812, 2019. [doi]

@inproceedings{YangS019-0,
  title = {Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes},
  author = {Jun Yang and Shengyang Sun and Daniel M. Roy 0001},
  year = {2019},
  url = {http://papers.nips.cc/paper/9263-fast-rate-pac-bayes-generalization-bounds-via-shifted-rademacher-processes},
  researchr = {https://researchr.org/publication/YangS019-0},
  cites = {0},
  citedby = {0},
  pages = {10802-10812},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}