Jeff A. Bilmes's Publications

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Diverse Client Selection for Federated Learning: Submodularity and Convergence Analysis

Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, and Jeff Bilmes. Diverse Client Selection for Federated Learning: Submodularity and Convergence Analysis. In ICML 2021 International Workshop on Federated Learning for User Privacy and Data Confidentiality, Virtual, July 2021.

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Abstract

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@InProceedings{balakrishnan2021,
  author = 	 {Ravikumar Balakrishnan and Tian Li and Tianyi Zhou and Nageen Himayat and Virginia Smith and Jeff Bilmes},
  title = 	 {Diverse Client Selection for Federated Learning: Submodularity and Convergence Analysis},
  booktitle = 	 {ICML 2021 International Workshop on Federated Learning for User Privacy and Data Confidentiality},
  year = 	 {2021},
  address = 	 {Virtual},
  month = 	 {July},
}

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