Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method.
Rong ZhuJiming JiangPublished in: CoRR (2018)
Keyphrases
- optimization process
- data driven
- constrained optimization
- optimization algorithm
- error bounds
- optimization problems
- statistical analysis
- approximation algorithms
- spatial resolution
- statistical information
- optimization model
- compressed sensing
- statistical methods
- natural images
- efficient computation
- queueing networks
- approximation error
- discrete optimization
- quality guarantees