Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation.
Janis PostelsFrancesco FerroniHuseyin CoskunNassir NavabFederico TombariPublished in: CoRR (2019)
Keyphrases
- unbiased estimator
- importance sampling
- estimation error
- uncertain data
- monte carlo
- linear combination
- estimation algorithm
- accurate estimation
- parameter estimation
- correlation coefficient
- real time
- robust estimation
- hypothesis testing
- estimation accuracy
- multi agent systems
- possibility theory
- variance reduction
- inherent uncertainty
- data sets