Never Go Full Batch (in Stochastic Convex Optimization)

Idan Amir, Yair Carmon, Tomer Koren, Roi Livni. Never Go Full Batch (in Stochastic Convex Optimization). 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 25033-25043, 2021. [doi]

@inproceedings{AmirCKL21,
  title = {Never Go Full Batch (in Stochastic Convex Optimization)},
  author = {Idan Amir and Yair Carmon and Tomer Koren and Roi Livni},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/d27b95cac4c27feb850aaa4070cc4675-Abstract.html},
  researchr = {https://researchr.org/publication/AmirCKL21},
  cites = {0},
  citedby = {0},
  pages = {25033-25043},
  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},
}