Convergence of Distributed Stochastic Variance Reduced Methods Without Sampling Extra Data.
Shicong CenHuishuai ZhangYuejie ChiWei ChenTie-Yan LiuPublished in: IEEE Trans. Signal Process. (2020)
Keyphrases
- statistical methods
- high dimensional data
- noisy data
- data collection
- data transfer
- high quality
- distributed data
- data mining methods
- raw data
- preprocessing
- data sources
- sampled data
- data structure
- data analysis
- original data
- statistical analysis
- input data
- missing data
- probability distribution
- human experts
- model selection
- data points
- data streams
- data mining applications
- training data
- data repositories
- sampling methods
- knowledge discovery