Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity.
Yiyue ChenHaris VikaloChianing WangPublished in: AAAI (2024)
Keyphrases
- data sets
- prior knowledge
- data collection
- data sources
- database
- high quality
- synthetic data
- data analysis
- original data
- human experts
- learning systems
- data processing
- supervised learning
- end users
- training data
- databases
- learning models
- image data
- learning process
- statistical analysis
- labeled data
- high dimensional data
- distributed data
- background knowledge
- raw data
- adaptive learning
- learning scheme
- bayesian methods
- heterogeneous sources
- sensor data
- input data
- probability distribution
- active learning
- data model
- e learning
- learning algorithm
- machine learning