Finite sample properties of linear model identification.
Erik WeyerRobert C. WilliamsonIven M. Y. MareelsPublished in: IEEE Trans. Autom. Control. (1999)
Keyphrases
- linear model
- finite sample
- least squares
- regression model
- uniform convergence
- sample size
- statistical learning theory
- reproducing kernel hilbert space
- error bounds
- nearest neighbor
- data dependent
- generalization bounds
- parzen window
- computer vision
- machine learning
- supervised classification
- special case
- training set
- learning algorithm