Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
Yixuan LiuSuyun ZhaoLi XiongYuhan LiuHong ChenPublished in: AAAI (2023)
Keyphrases
- learning scheme
- prior knowledge
- computational model
- supervised learning
- learning models
- machine learning
- learning tasks
- formal model
- learning mechanism
- probabilistic model
- digital libraries
- objective function
- similarity measure
- neural network
- learning phase
- learned models
- user model
- private data
- experimental data
- mathematical model
- learning systems
- online learning
- distributed systems
- nearest neighbor
- active learning
- high level