Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness.
Muhammad OsamaDave ZachariahPeter StoicaThomas B. SchönPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- online learning
- prediction accuracy
- computer mediated
- distance education
- blended learning
- computational efficiency
- prediction algorithm
- prediction error
- prediction model
- numerical stability
- higher education
- active learning
- distance learning
- curve fitting
- online course
- high robustness
- e learning
- model fitting
- corporate training
- online algorithms
- database
- covariance matrices
- covariance matrix
- maximum likelihood
- least squares
- feature space
- data sets