Beyond neural scaling laws: beating power law scaling via data pruning

2022 article sorscher2022beyond ○ Not yet verified

Authors

Sorscher, Ben, Geirhos, Robert, Shekhar, Shashank, Ganguli, Surya, Morcos, Ari

Venue

Advances in Neural Information Processing Systems

BibTeX

Local Entry

@article{sorscher2022beyond,
  title = {Beyond neural scaling laws: beating power law scaling via data pruning},
  author = {Sorscher, Ben and Geirhos, Robert and Shekhar, Shashank and Ganguli, Surya and Morcos, Ari},
  year = {2022},
  journal = {Advances in Neural Information Processing Systems},
  url = {https://arxiv.org/abs/2206.14486},
  pages = {19523--19536},
  volume = {35}
}

From OPENALEX

@article{sorscher2022beyond,
  title = {Beyond neural scaling laws: beating power law scaling via data pruning},
  author = {Ben Sorscher and Robert Geirhos and Shashank Shekhar and Surya Ganguli and Ari S. Morcos},
  year = {2022},
  journal = {arXiv (Cornell University)},
  doi = {10.48550/arxiv.2206.14486}
}