Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits.
Vladimir KoltchinskiiMing YuanPublished in: COLT (2008)
Keyphrases
- kernel machines
- decision stumps
- learning machines
- support vector
- kernel function
- semi supervised
- semi supervised learning
- ensemble learning
- generalization bounds
- multiple kernel learning
- decision trees
- high dimensional
- ensemble methods
- learning problems
- kernel learning
- random projections
- multi task learning
- neural network
- reproducing kernel hilbert space
- sparse representation
- linear combination
- support vector machine
- machine learning