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Heterogeneity-Aware Algorithms for Federated Optimization

Heterogeneity-Aware Algorithms for Federated Optimization

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Intro

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Heterogeneity-Aware Algorithms for Federated Optimization

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  1. 1 Intro
  2. 2 Federated Optimization: Objectives and Notation
  3. 3 Federated Optimization: The FedAvg Algorithm
  4. 4 Sources of Heterogeneity in Federated Learning
  5. 5 Data Heterogeneity
  6. 6 Communication Heterogeneity
  7. 7 Computational Heterogeneity

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