Enpei Zhang1, Jingyi Chai1,2, Rui Ye1,2

  • 1Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China.

Nature communications
|August 25, 2025
PubMed
まとめ

この研究は,AIトレーニングのためのプライベートデータを解き放つために,インセンティブ付きパーソナライズされたフェデレーテッドラーニング (iPFL) を導入します. iPFLはパーソナライズされたモデルのためのデータ共有を奨励し,さまざまなAIタスクで高い経済的有用性と高いパフォーマンスを達成します.

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