Improving Mutual Information Estimation with Annealed and Energy-Based Bounds

Rob Brekelmans, Sicong Huang, Marzyeh Ghassemi, Greg Ver Steeg, Roger Baker Grosse, Alireza Makhzani. Improving Mutual Information Estimation with Annealed and Energy-Based Bounds. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{BrekelmansHGSGM22,
  title = {Improving Mutual Information Estimation with Annealed and Energy-Based Bounds},
  author = {Rob Brekelmans and Sicong Huang and Marzyeh Ghassemi and Greg Ver Steeg and Roger Baker Grosse and Alireza Makhzani},
  year = {2022},
  url = {https://openreview.net/forum?id=T0B9AoM_bFg},
  researchr = {https://researchr.org/publication/BrekelmansHGSGM22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}