Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity.
Clare Elizabeth HeinbaughEmilio Luz-RiccaHuajie ShaoPublished in: ICLR (2023)
Keyphrases
- data analysis
- prior knowledge
- statistical analysis
- learning algorithm
- high quality
- data points
- data sets
- database
- training data
- learned models
- distributed data
- learning models
- statistical methods
- experimental data
- data collection
- learning process
- supervised learning
- active learning
- data sources
- neural network
- data structure
- raw data
- input data
- background knowledge
- missing data
- learning systems
- synthetic data
- data distribution
- human experts
- dimensionality reduction
- hidden variables
- knowledge acquisition
- correlation analysis
- data processing