Re-adapting the Regularization of Weights for Non-stationary Regression.
Nina VaitsKoby CrammerPublished in: ALT (2011)
Keyphrases
- non stationary
- kernel ridge regression
- reproducing kernel hilbert space
- regression model
- adaptive algorithms
- linear regression
- linear combination
- model selection
- loss function
- gradient boosting
- autoregressive
- empirical mode decomposition
- gaussian processes
- support vector
- temporal evolution
- biomedical signals
- blind source separation
- stock price
- concept drift
- kernel methods
- image restoration
- multiresolution