Analyzing sparse dictionaries for online learning with kernels.
Paul HoneinePublished in: CoRR (2014)
Keyphrases
- online learning
- sparse representation
- kernel function
- multiple kernel
- norm regularization
- feature space
- dictionary learning
- computer mediated
- e learning
- distance learning
- kernel methods
- online course
- support vector
- kernel matrices
- sparse coding
- distance education
- multiple kernel learning
- online algorithms
- additive models
- compressive sensing
- higher education
- linear combination
- high dimensional
- learning algorithm
- random projections
- reproducing kernel hilbert space
- active learning
- language resources
- classroom learning
- data sets