Logit Calibration for Non-IID and Long-Tailed Data in Federated Learning.
Huan WangLijuan WangJun ShenPublished in: ISPA/BDCloud/SocialCom/SustainCom (2022)
Keyphrases
- prior knowledge
- data sets
- database
- data collection
- high quality
- data sources
- learning algorithm
- distributed data
- data distribution
- learning models
- hidden variables
- experimental data
- learning systems
- statistical analysis
- data processing
- data acquisition
- image data
- probability distribution
- data analysis
- training data
- neural network
- learned models
- sensor data
- background knowledge
- missing data
- computer systems
- input data
- data points
- end users
- learning process
- databases