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Federated Learning in the Age of Foundation Models - FL 2024 International Workshops

Federated Learning in the Age of Foundation Models - FL 2024 International Workshops

By Han Yu, Xiaoxiao Li, Zenglin Xu, Randy Goebel & Irwin King Computers & Internet 03/03/2025

This LNAI volume constitutes the post proceedings of International Federated Learning Workshops such as follows:

FL@FM-WWW 2024, FL@FM-ICME 2024, FL@FM-IJCAI 2024 and FL@FM-NeurIPS 2024. This LNAI volume focuses on the following topics:

Efficient Model Adaptation and Personalization, Data Heterogeneity and Incomplete Data, Integration of Specialized Neural Architectures, Frameworks and Tools for Federated Learning, Applications in Domain-Specific Contexts, Unsupervised and Lightweight Learning, and Causal Discovery and Black-Box Optimization.

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