CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin. CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1779-1788, PMLR, 2020. [doi]

@inproceedings{ChengHDLGC20,
  title = {CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information},
  author = {Pengyu Cheng and Weituo Hao and Shuyang Dai and Jiachang Liu and Zhe Gan and Lawrence Carin},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/cheng20b.html},
  researchr = {https://researchr.org/publication/ChengHDLGC20},
  cites = {0},
  citedby = {0},
  pages = {1779-1788},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}