FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation.
Xinyi ShangYang LuYiu-ming CheungHanzi WangPublished in: CoRR (2022)
Keyphrases
- data sources
- database
- prior knowledge
- data sets
- data collection
- data processing
- data analysis
- background knowledge
- learning algorithm
- databases
- data quality
- hidden variables
- human experts
- experimental data
- distributed data
- knowledge acquisition
- learned models
- end users
- reinforcement learning
- learning process
- high dimensional
- neural network
- machine learning
- bayesian methods
- learning models
- digital libraries
- noisy data
- original data
- raw data
- input data
- data distribution
- relational databases
- learning systems
- data model
- probability distribution
- multi view