Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation.
Janis PostelsFrancesco FerroniHuseyin CoskunNassir NavabFederico TombariPublished in: ICCV (2019)
Keyphrases
- estimation error
- unbiased estimator
- monte carlo
- importance sampling
- estimation algorithm
- variance reduction
- uncertain data
- accurate estimation
- robust estimation
- inherent uncertainty
- linear combination
- parameter estimation
- random sampling
- estimation accuracy
- standard deviation
- sampling strategy
- parameter space
- measurement error
- wave propagation
- incomplete information