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Updated: Feb 14, 2026

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
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Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations

Published on: December 7, 2021

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パーソナライズされたフェデレーテッド・ラーニング (Federated Learning) は,数ショットシナリオのための,階層的な2支部アグレゲーション (two-branch aggregation) を備えています

Yifan Miao1,2, Weishan Zhang1,2, Yuhan Wang1,2

  • 1College of Computer Science and Technology, China University of Petroleum (East China), Qingdao 266580, China.

Sensors (Basel, Switzerland)
|February 13, 2026
PubMed
まとめ

この研究は,個別化された連合学習 (pFL) の新しい枠組みであるpFedH2Aを導入し,少数のショットによる分類を強化します. このアプローチは,脳の機能を模倣し,既存の方法よりも優れたパフォーマンスを発揮することによって,一般化とパーソナライゼーションを効果的にバランスさせます.

キーワード:
脳にインスパイアされた学習ショートショットで学習する.ハイパーネットワークとはパーソナライズされたフェデレーテッド・ラーニングネットワークはRelationship Networkであり,そのネットワークはRelationship Networkであり,そのネットワークはRelationship Networkであり,そのネットワークはRelationship Networkである.

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