Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms
Roni KhardonDan RothRocco A. ServedioPublished in: CoRR (2011)
Keyphrases
- learning algorithm
- active learning
- computational efficiency
- kernel function
- machine learning
- training data
- machine learning algorithms
- computational complexity
- real valued
- gaussian processes
- deep architectures
- support vector
- efficient learning
- learning tasks
- boolean functions
- learning machines
- convergence rate
- kernel machines
- iterative algorithms
- convergence speed
- neural network
- linear combination
- supervised learning
- training set