HDFL: A Heterogeneity and Client Dropout-Aware Federated Learning Framework.
Syed ZawadAli AnwarYi ZhouNathalie BaracaldoFeng YanPublished in: CCGrid (2023)
Keyphrases
- learning mechanism
- learning scheme
- prior knowledge
- learning systems
- main contribution
- computational model
- conceptual framework
- knowledge acquisition
- active learning
- empirical studies
- learning problems
- machine learning
- decision trees
- learning community
- multi task
- incremental learning
- learning scenarios
- client server
- learning tasks
- background knowledge
- theoretical framework
- real time
- supervised learning
- lightweight
- unsupervised learning