Variance reduction in large graph sampling.
Jianguo LuHao WangPublished in: Inf. Process. Manag. (2014)
Keyphrases
- variance reduction
- monte carlo
- sample size
- gradient estimation
- importance sampling
- bias variance decomposition
- quasi monte carlo
- random sampling
- confidence intervals
- trade off
- model selection
- stability of feature selection
- semi supervised learning
- markov chain
- semi supervised
- upper bound
- probability distribution
- pairwise