A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning.
Yan KangJiahuan LuoYuanqin HeXiaojin ZhangLixin FanQiang YangPublished in: CoRR (2022)
Keyphrases
- trade off
- learning systems
- learning process
- active learning
- distributed learning
- learning scheme
- data sets
- reinforcement learning
- prior knowledge
- design principles
- supervised learning
- main contribution
- conceptual framework
- learning frameworks
- dynamic bayesian networks
- multi task
- learning analytics
- learning tasks
- knowledge acquisition
- distributed systems
- decision makers
- neural network