FDQM: Four-Dimensional Quantitative Measure for Statistical Heterogeneity in Federated Learning.
Yundi GuoQianyuan TangYichuan WangJu RenPublished in: ICCC (2022)
Keyphrases
- learning process
- learning algorithm
- statistical learning
- learning systems
- knowledge acquisition
- active learning
- similarity measure
- artificial intelligence
- quantitative measures
- inductive learning
- supervised learning
- reinforcement learning
- mutual information
- learning activities
- empirical studies
- artificial neural networks
- background knowledge
- learning tasks
- learning problems
- information theory
- learning community
- databases
- digital libraries