What is the State of Neural Network Pruning?

Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag. What is the State of Neural Network Pruning?. In Inderjit S. Dhillon, Dimitris S. Papailiopoulos, Vivienne Sze, editors, Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020. mlsys.org, 2020. [doi]

@inproceedings{BlalockOFG20,
  title = {What is the State of Neural Network Pruning?},
  author = {Davis W. Blalock and Jose Javier Gonzalez Ortiz and Jonathan Frankle and John V. Guttag},
  year = {2020},
  url = {https://proceedings.mlsys.org/book/296.pdf},
  researchr = {https://researchr.org/publication/BlalockOFG20},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020},
  editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze},
  publisher = {mlsys.org},
}