Towards Fair Federated Learning with Zero-Shot Data Augmentation.
Weituo HaoMostafa El-KhamyJungwon LeeJianyi ZhangKevin J. LiangChangyou ChenLawrence CarinPublished in: CoRR (2021)
Keyphrases
- data sets
- data points
- data collection
- distributed data
- prior knowledge
- learning tasks
- data distribution
- image data
- data quality
- end users
- data sources
- data analysis
- high quality
- training data
- database
- active learning
- data structure
- noisy data
- data processing
- learning algorithm
- raw data
- data objects
- original data
- human experts
- learned models
- synthetic data
- statistical analysis
- online learning
- supervised learning
- data warehouse
- probability distribution
- learning process
- neural network