Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization

Sashank J. Reddi, Suvrit Sra, Barnabás Póczos, Alexander J. Smola. Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization. In Daniel D. Lee, Masashi Sugiyama, Ulrike V. Luxburg, Isabelle Guyon, Roman Garnett, editors, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. pages 1145-1153, 2016. [doi]

@inproceedings{ReddiSPS16,
  title = {Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization},
  author = {Sashank J. Reddi and Suvrit Sra and Barnabás Póczos and Alexander J. Smola},
  year = {2016},
  url = {http://papers.nips.cc/paper/6116-proximal-stochastic-methods-for-nonsmooth-nonconvex-finite-sum-optimization},
  researchr = {https://researchr.org/publication/ReddiSPS16},
  cites = {0},
  citedby = {0},
  pages = {1145-1153},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain},
  editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike V. Luxburg and Isabelle Guyon and Roman Garnett},
}