Parsimonious Online Learning with Kernels via Sparse Projections in Function Space.
Alec KoppelGarrett WarnellEthan StumpAlejandro RibeiroPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- online learning
- positive semi definite
- reproducing kernel hilbert space
- dot product
- densely sampled
- online course
- additive models
- kernel matrices
- space time
- feature space
- e learning
- distance learning
- kernel methods
- low dimensional
- tomographic reconstruction
- three dimensional
- dual space
- distance education
- linear combination
- blended learning
- online algorithms
- hilbert space
- high dimensional
- machine learning