On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks.
Usevalad MilasheuskiLuca BarbieriBernardo Camajori TedeschiniMonica NicoliStefano SavazziPublished in: CoRR (2024)
Keyphrases
- data sources
- data sets
- data collection
- data distribution
- raw data
- training data
- distributed data
- database
- synthetic data
- statistical analysis
- databases
- data structure
- data quality
- information systems
- prior knowledge
- data processing
- xml documents
- information technology
- computer systems
- data analysis
- input data
- sensor data
- spatial data
- image data
- network structure
- learning algorithm
- original data
- data points