Communication-Efficient Federated Learning With Data and Client Heterogeneity.
Hossein ZakeriniaShayan TalaeiGiorgi NadiradzeDan AlistarhPublished in: AISTATS (2024)
Keyphrases
- data sets
- database
- raw data
- data processing
- image data
- data sources
- prior knowledge
- reinforcement learning
- learning models
- experimental data
- high quality
- statistical analysis
- data analysis
- learning algorithm
- human experts
- background knowledge
- learning systems
- data collection
- knowledge discovery
- end users
- active learning
- learning process
- input data
- metadata
- supervised learning
- multimedia
- data acquisition
- mobile devices
- original data
- communication networks
- data structure
- bayesian methods
- central server