On the Information Bottleneck Theory of Deep Learning

Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan D. Tracey, David Daniel Cox. On the Information Bottleneck Theory of Deep Learning. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

@inproceedings{SaxeBDAKTC18,
  title = {On the Information Bottleneck Theory of Deep Learning},
  author = {Andrew M. Saxe and Yamini Bansal and Joel Dapello and Madhu Advani and Artemy Kolchinsky and Brendan D. Tracey and David Daniel Cox},
  year = {2018},
  url = {https://openreview.net/forum?id=ry_WPG-A-},
  researchr = {https://researchr.org/publication/SaxeBDAKTC18},
  cites = {0},
  citedby = {0},
  booktitle = {6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
}