Intelligent Systems

Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization

2022

Conference Paper

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Author(s): Das, A. and Schölkopf, B. and Muehlebach, M.
Book Title: Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Volume: 35
Pages: 6749--6762
Year: 2022
Month: December
Editors: S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh
Publisher: Curran Associates, Inc.

Department(s): Empirical Inference, Learning and Dynamical Systems
Bibtex Type: Conference Paper (conference)

Event Name: 36th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans Convention Center

State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2022/hash/2ce4f0b8e24c45318352068603153590-Abstract-Conference.html

Links: arXiv

BibTex

@conference{DasSchMue22,
  title = {Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization},
  author = {Das, A. and Sch{\"o}lkopf, B. and Muehlebach, M.},
  booktitle = {Advances in Neural Information Processing Systems 35 (NeurIPS 2022)},
  volume = {35},
  pages = {6749--6762},
  editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2022},
  doi = {},
  url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/2ce4f0b8e24c45318352068603153590-Abstract-Conference.html},
  month_numeric = {12}
}