Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

Benjamin Recht, Christopher Re, Stephen J. Wright, Feng Niu. Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent. In John Shawe-Taylor, Richard S. Zemel, Peter L. Bartlett, Fernando C. N. Pereira, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. pages 693-701, 2011. [doi]

@inproceedings{RechtRWN11,
  title = {Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent},
  author = {Benjamin Recht and Christopher Re and Stephen J. Wright and Feng Niu},
  year = {2011},
  url = {http://books.nips.cc/papers/files/nips24/NIPS2011_0485.pdf},
  researchr = {https://researchr.org/publication/RechtRWN11},
  cites = {0},
  citedby = {0},
  pages = {693-701},
  booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain},
  editor = {John Shawe-Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger},
}