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Incorrect citation for bits back coding

Open mhavasi opened this issue 3 years ago • 0 comments

Thank you so much for citing our paper! I was very happy to see bits-back coding getting attention :)

Page 226, line 46. The bits-back coding section cites the incorrect paper. HHLMF18 is about deep Gaussian processes.

The correct citation is our paper about bits-back coding for model compression

@inproceedings{havasi2018minimal,
  title={Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters},
  author={Havasi, Marton and Peharz, Robert and Hern{\'a}ndez-Lobato, Jos{\'e} Miguel},
  booktitle={International Conference on Learning Representations},
  year={2018}
}

(and possibly our follow up paper, which applies bits-back coding to image compression)

@article{flamich2020compressing,
  title={Compressing images by encoding their latent representations with relative entropy coding},
  author={Flamich, Gergely and Havasi, Marton and Hern{\'a}ndez-Lobato, Jos{\'e} Miguel},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  pages={16131--16141},
  year={2020}
}

Thank you and kind regards, Marton

mhavasi avatar Sep 01 '22 21:09 mhavasi