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Updated: Mar 18, 2026

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
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A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments

Published on: March 1, 2022

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数据集相似性的通用指标,用于跨 silo 联合学习

Ahmed Elhussein1,2, Gamze Gürsoy1,2,3

  • 1Department of Biomedical Informatics, Columbia University, NY, USA.

Proceedings. IEEE International Conference on Data Mining
|March 16, 2026
PubMed
概括

联合学习 (FL) 的表现受到非IID数据的影响. 一个新的隐私保护指标通过在一轮培训后分析模型表示来预测有益的合作,从而改善了参与者选择.

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