Data sampling affects the complexity of online SGD over dependent data.
Shaocong MaZiyi ChenYi ZhouKaiyi JiYingbin LiangPublished in: UAI (2022)
Keyphrases
- data analysis
- database
- training data
- data objects
- data collection
- data sets
- high quality
- original data
- raw data
- statistical analysis
- complex data
- sensor data
- synthetic data
- data processing
- least squares
- small number
- semi supervised
- data structure
- social networks
- input data
- data management
- data distribution
- knowledge discovery
- prior knowledge