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

Han Yu

ISBN 10: 3031822390 / ISBN 13: 9783031822391

Edité par Springer International Publishing AG, CH, 2025

A propos de cet article

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.

N° de réf. du vendeur LU-9783031822391

Détails bibliographiques

• Titre: Federated Learning in the Age of Foundation Models - FL 2024 International Workshops
• Éditeur: Springer International Publishing AG, CH
• Date de parution: 2025
• Langue: anglais
• ISBN à 10 chiffres: 3031822390
• ISBN à 13 chiffres: 9783031822391
• Reliure: Paperback
• État de l'article: New

A propos de ce titre

Synopsis

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.