PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clients.
Manas WadhwaGagan Raj GuptaAshutosh SahuRahul SainiVidhi MittalPublished in: CCGrid (2023)
Keyphrases
- data sets
- data collection
- data analysis
- background knowledge
- data sources
- prior knowledge
- original data
- active learning
- knowledge discovery
- learning algorithm
- distributed data
- statistical databases
- raw data
- data quality
- learning models
- personal information
- preserving privacy
- reinforcement learning
- privacy requirements
- private data
- learned models
- sensitive information
- learning tasks
- database
- supervised learning
- data points
- training data
- learning process