Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers.
Lunjia HuOmer ReingoldPublished in: AISTATS (2021)
Keyphrases
- incomplete data
- missing data
- missing values
- robust regression
- robust estimator
- bayesian networks
- learning bayesian networks
- robust estimation
- robust statistics
- em algorithm
- typical testors
- bayes classifier
- maximum likelihood estimation
- robust estimators
- estimation error
- outlier detection
- expectation maximization
- random sample consensus
- data points
- missing attribute values
- database
- density estimation
- models built
- maximum likelihood
- variational bayesian
- robust statistical
- probability distribution
- data sets