Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks

Shuai Zhang 0015, Meng Wang 0003, Sijia Liu 0001, Pin-Yu Chen, Jinjun Xiong. Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 2707-2720, 2021. [doi]

@inproceedings{ZhangWLCX21,
  title = {Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks},
  author = {Shuai Zhang 0015 and Meng Wang 0003 and Sijia Liu 0001 and Pin-Yu Chen and Jinjun Xiong},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/15f99f2165aa8c86c9dface16fefd281-Abstract.html},
  researchr = {https://researchr.org/publication/ZhangWLCX21},
  cites = {0},
  citedby = {0},
  pages = {2707-2720},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}