Non-Parametric Uncertainty Bias and Variance Estimation via Nested Bootstrapping and Influence Functions.
Kimia VahdatSara ShashaaniPublished in: WSC (2021)
Keyphrases
- variance reduction
- low variance
- bias variance decomposition
- parametric models
- semi parametric
- factors influencing
- measurement error
- kernel density estimation
- data sets
- sample size
- bias variance
- uncertain data
- robust estimation
- accurate estimation
- estimation accuracy
- unbiased estimator
- individual differences
- decision theory
- maximum likelihood estimation
- named entity recognition
- density estimation
- conditional probabilities
- natural language processing
- information extraction