DQFed: A Federated Learning Strategy for Non-IID Data based on a Quality-Driven Perspective.
Mario Luca BernardiMarta CimitileMuhammad UsmanPublished in: FUZZ (2024)
Keyphrases
- learning strategies
- data sets
- data quality
- high quality
- synthetic data
- data mining
- data processing
- knowledge discovery
- database
- data mining techniques
- raw data
- data collection
- image data
- training data
- online learning
- data points
- end users
- active learning
- privacy preserving
- missing data
- data analysis
- spatial data
- data structure
- low quality