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Updated: Jun 6, 2025

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联合学习中的问题:一些实验和初步结果

Jamsher Bhanbhro1, Simona Nisticò2, Luigi Palopoli2

  • 1DIMES, University of Calabria, 87036, Rende, Italy. jamsher.bhanbhro@dimes.unical.it.

Scientific reports
|December 2, 2024
PubMed
概括

联合学习 (FL) 能够在分散的数据上进行协作机器学习,增强隐私. 本研究实证地分析了FL面临的诸如数据多样性和资源分配等挑战.

关键词:
客户权重是客户的权重.数据异质性 数据异质性数据隐私 数据隐私联合学习是联合学习.模型个性化模型个性化

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相关概念视频

Cognitive Learning01:21

Cognitive Learning

Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
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