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• Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
  2022 · 4 citations
• More Communication Does Not Result in Smaller Generalization Error in Federated Learning
  2023 · 2 citations
• Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
  2023 · 2 citations
• Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective
  2025
• On In-network learning. A Comparative Study with Federated and Split Learning
  2021