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• Federated Multi-Task Learning under a Mixture of Distributions
  2021 · 79 citations
• FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
  2022 · 53 citations
• Throughput-Optimal Topology Design for Cross-Silo Federated Learning
  2020 · 50 citations
• Personalized Federated Learning through Local Memorization
  2021 · 21 citations
• Efficient passive membership inference attack in federated learning
  2021 · 15 citations
• Local Model Reconstruction Attacks in Federated Learning and their Uses
  2022 · 2 citations
• FedStale: leveraging stale client updates in federated learning
  2024 · 1 citations
• A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication
  2025
• Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning