Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology.
Yan HuangYing SunZehan ZhuChangzhi YanJinming XuPublished in: ICML (2022)
Keyphrases
- data sets
- data processing
- data sources
- high quality
- data analysis
- raw data
- statistical analysis
- data collection
- knowledge discovery
- data structure
- cooperative
- database
- image data
- data samples
- data points
- data mining techniques
- probability distribution
- information sources
- sensor data
- spatial data
- experimental data
- test data
- end users
- data objects
- complex data
- prior knowledge