Convergence of Distributed Stochastic Variance Reduced Methods without Sampling Extra Data.
Shicong CenHuishuai ZhangYuejie ChiWei ChenTie-Yan LiuPublished in: CoRR (2019)
Keyphrases
- high dimensional data
- data sets
- data sources
- distributed data
- statistical methods
- spatial data
- sampling methods
- heterogeneous data
- data structure
- spectral clustering
- data points
- data mining techniques
- missing data
- sampled data
- data processing
- image data
- high quality
- data collection
- monte carlo
- data transfer
- noisy data
- data mining methods
- hypothesis tests
- distributed systems
- iterative algorithms
- bayesian networks
- multi agent
- preprocessing
- multiple sources
- data mining applications
- convergence rate
- data quality
- data model
- original data
- significant improvement
- knowledge discovery
- database
- statistical analysis