Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling

Difan Zou, Pan Xu 0002, Quanquan Gu. Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1152-1162, AUAI Press, 2021. [doi]

@inproceedings{Zou0G21,
  title = {Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling},
  author = {Difan Zou and Pan Xu 0002 and Quanquan Gu},
  year = {2021},
  url = {https://proceedings.mlr.press/v161/zou21a.html},
  researchr = {https://researchr.org/publication/Zou0G21},
  cites = {0},
  citedby = {0},
  pages = {1152-1162},
  booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021},
  editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur},
  volume = {161},
  series = {Proceedings of Machine Learning Research},
  publisher = {AUAI Press},
}