FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation.
Xinyi ShangYang LuYiu-Ming CheungHanzi WangPublished in: ICME (2022)
Keyphrases
- prior knowledge
- data sources
- data sets
- data collection
- raw data
- synthetic data
- training data
- reinforcement learning
- learning systems
- online learning
- data analysis
- bayesian methods
- sensor data
- data processing
- image data
- data points
- machine learning
- learning algorithm
- database
- learning models
- data quality
- noisy data
- databases
- human experts
- network structure
- data distribution
- experimental data
- missing data
- metadata
- statistical analysis
- computer systems
- high quality
- data structure
- digital libraries
- input data
- data mining techniques
- supervised learning
- small number
- learning process