Distributed Stochastic Variance Reduced Gradient Methods by Sampling Extra Data with Replacement.
Jason D. LeeQihang LinTengyu MaTianbao YangPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- data sets
- sampling methods
- data collection
- raw data
- noisy data
- data points
- database
- distributed data
- original data
- statistical methods
- missing values
- data quality
- synthetic data
- data mining techniques
- data sources
- distributed systems
- data mining applications
- statistical analysis
- data mining methods
- knowledge discovery
- preprocessing
- data analysis
- training data
- data structure
- spatial and temporal resolution
- data mining
- high quality
- human experts
- missing data
- high dimensional data
- data processing
- input data
- dimensionality reduction
- data model