Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms.
Roni KhardonDan RothRocco A. ServedioPublished in: J. Artif. Intell. Res. (2005)
Keyphrases
- learning algorithm
- real valued
- batch mode
- learning scheme
- convergence rate
- transfer learning
- kernel function
- supervised learning
- computational complexity
- training data
- linear combination
- kernel methods
- support vector
- boolean functions
- learning machines
- semi supervised
- loss function
- learning process
- high efficiency
- iterative algorithms
- kernel machines
- neural network