On the Noise Model of Support Vector Machines Regression.
Massimiliano PontilSayan MukherjeeFederico GirosiPublished in: ALT (2000)
Keyphrases
- noise model
- support vector
- learning machines
- large margin classifiers
- support vector regression
- noise level
- gaussian distribution
- noisy images
- optimization procedure
- support vector machine
- model selection
- regression model
- kernel function
- feature selection
- parameter space
- computer vision
- training examples
- edge detection
- evolutionary algorithm
- superpixels
- pairwise
- optimal solution
- objective function