Uncertainty Quantification in Graphon Estimation Using Generalized Fiducial Inference.
Yi SuJan HannigThomas C. M. LeePublished in: IEEE Trans. Signal Inf. Process. over Networks (2022)
Keyphrases
- reasoning under uncertainty
- inference process
- estimation accuracy
- parameter estimation
- incomplete information
- stochastic simulation
- belief networks
- density estimation
- probabilistic inference
- estimation algorithm
- probabilistic reasoning
- accurate estimation
- quantitative evaluation
- inherent uncertainty
- accurate registration
- learning algorithm
- conditional probabilities
- least squares