Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions

Mingrui Liu, Xiaoxuan Zhang, Lijun Zhang, Jing Rong, Tianbao Yang. Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions. 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 4683-4694, 2018. [doi]

@inproceedings{LiuZZRY18,
  title = {Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions},
  author = {Mingrui Liu and Xiaoxuan Zhang and Lijun Zhang and Jing Rong and Tianbao Yang},
  year = {2018},
  url = {http://papers.nips.cc/paper/7718-fast-rates-of-erm-and-stochastic-approximation-adaptive-to-error-bound-conditions},
  researchr = {https://researchr.org/publication/LiuZZRY18},
  cites = {0},
  citedby = {0},
  pages = {4683-4694},
  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},
}