Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity.
Richeng JinXiaofan HeCaijun ZhongZhaoyang ZhangTony Q. S. QuekHuaiyu DaiPublished in: CoRR (2023)
Keyphrases
- data analysis
- high quality
- real time
- data sets
- database
- original data
- raw data
- data sources
- application domains
- synthetic data
- noisy data
- experimental data
- data processing
- data mining techniques
- small number
- image data
- knowledge discovery
- data points
- end users
- data structure
- test data
- missing values
- metadata
- information systems
- data objects
- learning algorithm