Distributed Minimax Fair Optimization over Hierarchical Networks

Author:

Xu Wen1ORCID,Wang Juncheng2ORCID,Liang Ben1ORCID,Boudreau Gary3ORCID,Sokun Hamza3ORCID

Affiliation:

1. University of Toronto, Canada

2. Hong Kong Baptist University, Hong Kong

3. Ericsson, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Ericsson

Mitacs

Publisher

ACM

Reference38 articles.

1. Dynamic Noncooperative Game Theory, 2nd Edition

2. Barry Becker and Ronny Kohavi. 1996. Adult. UCI Machine Learning Repository.

3. Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp, Dzmitry Huba, Alex Ingerman, 2019. Towards federated learning at scale: System design. In Proc. of the SysML Conf.

4. Optimization Methods for Large-Scale Machine Learning

5. Timothy Castiglia, Anirban Das, and Stacy Patterson. 2021. Multi-level local SGD: Distributed SGD for heterogeneous hierarchical networks. In Proc. of ICLR.

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