Toward Minimal-Sufficiency in Regression Tasks: An Approach Based on a Variational Estimation Bottleneck.
Zhaoyan LyuGholamali AminianMiguel R. D. RodriguesPublished in: MLSP (2021)
Keyphrases
- nonparametric regression
- robust regression
- semi parametric
- estimation accuracy
- regression model
- support vector
- ordinary least squares
- parameter estimation
- model selection
- ridge regression
- image segmentation
- robotic systems
- density estimation
- gaussian processes
- regression method
- denoising
- multiple tasks
- optical flow
- pairwise
- aggregating algorithm