Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks.
Sweta RaiAlexis HoffmanSoumendra LahiriDouglas W. NychkaStephan R. SainSoutir BandyopadhyayPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- extreme values
- neural network
- maximum likelihood
- model selection
- least squares
- markov random field
- random fields
- em algorithm
- parameter estimation algorithm
- statistical models
- expectation maximization
- parameter values
- posterior distribution
- approximate inference
- model fitting
- gibbs sampling
- estimation problems
- lead time
- maximum likelihood estimation
- maximum likelihood estimates
- markov fields
- parameters estimation
- input pattern
- computer vision
- bayesian networks
- likelihood function
- pairwise
- probability distribution
- graphical models