Efficient Federated-Learning Model Debugging.
Anran LiLan ZhangJunhao WangJuntao TanFeng HanYaxuan QinNikolaos M. FrerisXiang-Yang LiPublished in: ICDE (2021)
Keyphrases
- probabilistic model
- learning phase
- prior knowledge
- management system
- computational model
- learning mechanism
- learning scheme
- learning models
- formal model
- experimental data
- learning algorithm
- probability distribution
- digital libraries
- high level
- learning process
- decision theoretic
- em algorithm
- theoretical analysis
- online learning
- mathematical model
- statistical model
- mobile devices
- hidden variables
- trust model
- dynamic bayesian networks
- similarity measure