Evolutionary Model Owner Selection for Federated Learning with Heterogeneous Privacy Budgets.
Wei Yang Bryan LimJer Shyuan NgJiangtian NieQin HuZehui XiongDusit NiyatoChunyan MiaoPublished in: ICC (2022)
Keyphrases
- learning algorithm
- formal model
- prior knowledge
- statistical model
- learning models
- computational model
- selection mechanism
- learning scheme
- mathematical model
- learning systems
- learning process
- high level
- model selection
- data sets
- privacy preserving
- probability distribution
- probabilistic model
- conceptual model
- training data
- decision theoretic
- learning mechanism
- learned models
- machine learning