Convergence of the Huber Regression M-Estimate in the Presence of Dense Outliers.
Efthymios TsakonasJoakim JaldénNicholas D. SidiropoulosBjörn E. OtterstenPublished in: IEEE Signal Process. Lett. (2014)
Keyphrases
- robust statistics
- robust estimation
- regression model
- robust regression
- support vector regression
- regression problems
- linear regression
- convergence speed
- outlier detection
- missing data
- accurate estimation
- model selection
- data points
- shape from shading
- video sequences
- gaussian processes
- pointwise
- loss function
- regression algorithm