Federated Learning in the Age of Fo - E-book

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Federated Learning In The Age Of Foundation Models - Fl 2024 International Workshops - ENG

Fl@fm-www 2024, Singapore, May 14, 2024; Fl@fm-icme 2024, Niagara Falls, On, Canada, July 15, 2024; Fl@fm-ijcai 2024, Jeju Island, South Korea, August 5, 2024; And Fl@fm-neurips 2024, Vancouver, Bc, Canada, December 15, 2024, Revised Selected Papers

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Sinopsis

ISBN:	9783031822407
Formato:	ePub
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Computadoras
Subtema:	Inteligencia artificial y semántica
Año de publicación:	2025-03-03

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. Â

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