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• Enforcing fairness in private federated learning via the modified method of differential multipliers
  2021 · 18 citations
• Improving on-device speaker verification using federated learning with privacy
  2020 · 2 citations
• Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
  2021 · 2 citations
• Training a Tokenizer for Free with Private Federated Learning
  2022 · 1 citations
• DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models
  2026
• Differentially Private Clustered Federated Learning with Privacy-Preserving Initialization and Normality-Driven Aggregation
  2026
• Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices
  2022
• pfl-research: simulation framework for accelerating research in Private Federated Learning
  2024