Subspace identification using predictor estimation via Gaussian regression.
Alessandro ChiusoGianluigi PillonettoGiuseppe De NicolaoPublished in: CDC (2008)
Keyphrases
- estimation problems
- covariance matrices
- signal subspace
- regularized regression
- regression model
- low dimensional
- high dimensional
- maximum likelihood
- parameter estimation
- robust regression
- nonparametric regression
- neural network
- semi parametric
- support vector
- density estimation
- ordinary least squares
- gaussian processes
- probability density
- estimation algorithm
- principal component analysis
- subspace learning
- regression analysis
- continuous valued
- gaussian mixture
- feature extraction
- learning algorithm