Second-order non-stationary online learning for regression.
Edward MoroshkoNina VaitsKoby CrammerPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- non stationary
- online learning
- regression model
- online course
- higher order
- e learning
- adaptive algorithms
- linear regression
- white noise
- autoregressive
- active learning
- model selection
- fractional brownian motion
- blind source separation
- concept drift
- temporal evolution
- biomedical signals
- data mining
- stock price
- machine learning