Online learning with kernel losses.
Niladri S. ChatterjiAldo PacchianoPeter L. BartlettPublished in: ICML (2019)
Keyphrases
- online learning
- kernel function
- kernel methods
- online course
- higher education
- computer mediated
- distance education
- support vector
- feature space
- regret bounds
- e learning
- component analysis
- distance learning
- mutual subspace method
- kernel machines
- reproducing kernel hilbert space
- blended learning
- multiple kernel learning
- active learning
- case study
- graph kernels
- online learning environments
- classroom learning
- database
- input space
- gaussian processes
- learning algorithm
- neural network