ProvFL: Client-Driven Interpretability of Global Model Predictions in Federated Learning.
Waris GillAli AnwarMuhammad Ali GulzarPublished in: CoRR (2023)
Keyphrases
- learning process
- learning algorithm
- automatically learned
- prior knowledge
- formal model
- theoretical framework
- data sets
- learning mechanism
- learning scheme
- learning models
- distributed systems
- knowledge acquisition
- computational models
- computational model
- regression model
- learning phase
- learning tasks
- mathematical model
- high level
- prediction accuracy
- online learning
- graphical models
- management system
- probability distribution
- cost function
- feature selection