One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning.
Zichang LiuZhaozhuo XuBenjamin ColemanAnshumali ShrivastavaPublished in: NeurIPS (2023)
Keyphrases
- data distribution
- data sources
- data sets
- data collection
- database
- synthetic data
- learning algorithm
- background knowledge
- data structure
- data processing
- image data
- distributed data
- small number
- knowledge discovery
- data analysis
- training data
- neural network
- databases
- distributed systems
- input data
- learning process
- learning systems
- learning tasks
- raw data
- data quality