Maximum Likelihood Uncertainty Estimation: Robustness to Outliers.
Deebul S. NairNico HochgeschwenderMiguel A. Olivares-MéndezPublished in: CoRR (2022)
Keyphrases
- maximum likelihood
- parameter estimation
- log likelihood function
- estimation algorithm
- maximum likelihood estimation
- measurement error
- maximum likelihood estimator
- em algorithm
- robust regression
- estimation accuracy
- expectation maximization
- accurate estimation
- computational efficiency
- uncertain data
- likelihood function
- incomplete information
- measurement errors
- robust estimator
- outlier detection
- missing data
- robust estimation
- maximum a posteriori
- synthetic aperture radar
- noisy data