Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model.
Sawsan Abdul RahmanHakima Ould-SlimaneRasel ChowdhuryAzzam MouradChamseddine TalhiMohsen GuizaniPublished in: IEEE Internet Things J. (2023)
Keyphrases
- prior knowledge
- learning models
- computational model
- mathematical model
- experimental data
- high level
- learned models
- learning mechanism
- neural nets
- resource allocation
- management system
- probabilistic model
- bayesian networks
- statistical model
- learning systems
- formal model
- probability distribution
- decision theoretic
- learning capabilities
- learning phase
- learning algorithm