Discrete Langevin Samplers via Wasserstein Gradient Flow

Haoran Sun, Hanjun Dai, Bo Dai, Haomin Zhou 0001, Dale Schuurmans. Discrete Langevin Samplers via Wasserstein Gradient Flow. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 6290-6313, PMLR, 2023. [doi]

@inproceedings{SunDD0S23,
  title = {Discrete Langevin Samplers via Wasserstein Gradient Flow},
  author = {Haoran Sun and Hanjun Dai and Bo Dai and Haomin Zhou 0001 and Dale Schuurmans},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/sun23f.html},
  researchr = {https://researchr.org/publication/SunDD0S23},
  cites = {0},
  citedby = {0},
  pages = {6290-6313},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}