On Fairness and Stability: Is Estimator Variance a Friend or a Foe?
Falaah Arif KhanDenys HerasymukJulia StoyanovichPublished in: CoRR (2023)
Keyphrases
- variance reduction
- variance estimator
- bias variance
- unbiased estimator
- trade off
- sample size
- social networks
- conditional expectation
- least squares
- monte carlo
- low variance
- maximum likelihood
- stability analysis
- social network analysis
- online social networks
- social networking
- resource allocation
- correlation coefficient
- selection criterion
- machine learning
- confidence intervals
- standard deviation
- steady state
- neural network
- importance sampling
- game theory
- model selection
- probability distribution
- genetic algorithm