Training Quantized Neural Networks to Global Optimality via Semidefinite Programming

Burak Bartan, Mert Pilanci. Training Quantized Neural Networks to Global Optimality via Semidefinite Programming. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 694-704, PMLR, 2021. [doi]

@inproceedings{BartanP21,
  title = {Training Quantized Neural Networks to Global Optimality via Semidefinite Programming},
  author = {Burak Bartan and Mert Pilanci},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/bartan21a.html},
  researchr = {https://researchr.org/publication/BartanP21},
  cites = {0},
  citedby = {0},
  pages = {694-704},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}